Project Name: NNN_FINAL

Dataset Information

• Dataset Name: [Mall Dataset crowd counting dataset]
• Provider: [The dataset was collected by C. C. Loy, S. Gong, T. Xiang, and K. Chen as part of their research for crowd counting and profiling.]
• License: [Research purposes only, non-commercial use.]
• Dataset Link: [https://personal.ie.cuhk.edu.hk/~ccloy/downloads_mall_dataset.html]
• Purpose: Used for [This dataset is used for training a crowd counting object detection model as part of a mini-project, focusing on analyzing pedestrian density and zone-wise distribution.].

Provider: Based on the dataset description, the primary researchers/authors who created and annotated the dataset are listed as the providers. They collected the data from a publicly accessible webcam for their research. "Collected by C. C. Loy, S. Gong, T. Xiang, and K. Chen." License: The dataset description explicitly mentions:

"The dataset is intended for research purposes only and as such cannot be used commercially." Therefore, the license type can be summarized as Research-only, non-commercial use.

Purpose: Since our Project involves object detection and crowd counting, this can be described as:

"This dataset is used to train an object detection model to count and analyze pedestrians for zone-wise distribution in a controlled research environment."

Citations

1. C. C. Loy, S. Gong, and T. Xiang, From Semi-Supervised to Transfer Counting of Crowds, Proceedings of IEEE International Conference on Computer Vision (ICCV), 2013.
2. K. Chen, S. Gong, T. Xiang, and C. C. Loy, Cumulative Attribute Space for Age and Crowd Density Estimation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.

Copyright 2018 The TensorFlow Hub Authors.

Licensed under the Apache License, Version 2.0 (the "License");

# Copyright 2018 The TensorFlow Hub Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================

Importing the necessary libraries

%%time
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import matplotlib.image as mpimg

import os
import time
import tempfile

import tensorflow as tf
import tensorflow.keras as keras
import tensorflow_hub as hub
from tensorflow.keras.utils import to_categorical
from tensorflow.keras.preprocessing.image import ImageDataGenerator
from tensorflow.keras.layers import Conv2D, MaxPooling2D, Flatten, Dense, Dropout, Input
from tensorflow.keras.optimizers import RMSprop
from tensorflow.keras.callbacks import EarlyStopping
from tensorflow.keras.utils import load_img, img_to_array
from tensorflow.keras import regularizers
from tensorflow.keras.models import load_model


from PIL import Image
from PIL import ImageDraw
from PIL import ImageColor
from PIL import ImageFont

from sklearn.model_selection import train_test_split
from six import BytesIO
from six.moves.urllib.request import urlopen

import warnings
warnings.filterwarnings("ignore", category=DeprecationWarning)

from google.colab import drive
drive.mount('/content/drive')

Mounted at /content/drive
CPU times: user 12.6 s, sys: 418 ms, total: 13 s
Wall time: 18.3 s

I = plt.imread('/content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000001.jpg')
I.shape

(480, 640, 3)

I[120,600]

array([139, 121, 109], dtype=uint8)

plt.figure(figsize=(10,8))
plt.imshow(I)

<matplotlib.image.AxesImage at 0x78c4b57016c0>

plt.imshow(I[:,:,0], cmap='Reds')

<matplotlib.image.AxesImage at 0x78c4b4a00e20>

plt.imshow(I[:,:,1], cmap='Greens')

<matplotlib.image.AxesImage at 0x78c4b6c72650>

plt.imshow(I[:,:,2], cmap='Blues')

<matplotlib.image.AxesImage at 0x78c4b6cbbb80>

BW= np.mean(I, axis=2)
BW.shape

(480, 640)

plt.imshow(BW, cmap='gray')

<matplotlib.image.AxesImage at 0x78c4b5670b20>

PaddedImage = np.pad(BW,((10,20),(50,100)), 'constant')
plt.imshow(PaddedImage, cmap='gray')

<matplotlib.image.AxesImage at 0x78c4b5bfbcd0>

The Convolution Block

Discrete 2D Convolution

def discrete2DConvolution(Image, filter, padding):
  paddedImage=np.pad(Image, padding,'constant')
  flter = np.rot90(filter,2)
  conv =np.empty(Image.shape)
  #Striding and Multiplying
  for i in range(paddedImage.shape[0]-flter.shape[0]):
    for j in range(paddedImage.shape[1]-flter.shape[1]):
      conv[i,j]= np.sum((paddedImage[i:i+flter.shape[0],j:j+flter.shape[1]])*flter)

  return conv

flterREdge =  np.array(([[-10,0,10],[-10,0,10],[-10,0,10]]))
flterLEdge =  np.array(([[10,0,-10],[10,0,-10],[10,0,-10]]))

ImConv = discrete2DConvolution(BW,flterREdge,1)
plt.imshow(ImConv, cmap='gray')

<matplotlib.image.AxesImage at 0x78c4b58579a0>

def MaxPool(Image, ksize, stride):
  n=0
  k=0

  vert = int(Image.shape[1]/stride)
  hoz = int(Image.shape[0]/stride)
  MxPool = np.empty((hoz,vert))

  for i in range(0, Image.shape[0]-stride, stride):
    n = 0
    for j in range(0,Image.shape[1]-stride, stride):
      MxPool[k,n] = np.max(Image[i:i+ksize,j:j+ksize])
      n+=1
    k+=1

  return MxPool

ImPool=MaxPool(ImConv,2,2)
plt.imshow(ImPool)

<matplotlib.image.AxesImage at 0x78c4b40c1ff0>

Plotting imgaes from the dataset

nrows = 4
ncols = 4
pic_index = 0

mall_images_dir = '/content/drive/MyDrive/Dataset/Mall_Dataset/frames'
mall_image_fnames = os.listdir(mall_images_dir)
fig = plt.gcf()
fig.set_size_inches(ncols * 4, nrows * 4)

pic_index = 8
next_mall_images = [os.path.join(mall_images_dir, fname) for fname in mall_image_fnames[pic_index-8:pic_index]]

for i, img_path in enumerate(next_mall_images):
    sp = plt.subplot(nrows, ncols, i+1)
    sp.axis("Off")
    img = mpimg.imread(img_path)
    plt.imshow(img)

plt.show()

Object detection

Extracting people count from the frames

# Load object detection model from TensorFlow Hub (SSD MobileNet V2)

module_handle = "https://tfhub.dev/google/faster_rcnn/openimages_v4/inception_resnet_v2/1"
# module_handle = "https://tfhub.dev/google/openimages_v4/ssd/mobilenet_v2/1"
detector = hub.load(module_handle).signatures['default']

Useful Functions

# Function to load an image from the path
def load_img(path):
    img = tf.io.read_file(path)
    img = tf.image.decode_jpeg(img, channels=3)
    return img

# Function to draw bounding boxes and count people in the image
def draw_bounding_box_on_image(image, ymin, xmin, ymax, xmax, color, font, thickness=4, display_str_list=()):
    draw = ImageDraw.Draw(image)
    im_width, im_height = image.size
    (left, right, top, bottom) = (xmin * im_width, xmax * im_width, ymin * im_height, ymax * im_height)
    draw.line([(left, top), (left, bottom), (right, bottom), (right, top), (left, top)], width=thickness, fill=color)

    # Handle display strings and add them above or below the box.
    display_str_heights = [font.getbbox(ds)[3] for ds in display_str_list]
    total_display_str_height = (1 + 2 * 0.05) * sum(display_str_heights)
    text_bottom = top if top > total_display_str_height else top + total_display_str_height

    for display_str in display_str_list[::-1]:
        bbox = font.getbbox(display_str)
        text_width, text_height = bbox[2], bbox[3]
        margin = np.ceil(0.05 * text_height)
        draw.rectangle([(left, text_bottom - text_height - 2 * margin), (left + text_width, text_bottom)], fill=color)
        draw.text((left + margin, text_bottom - text_height - margin), display_str, fill="black", font=font)
        text_bottom -= text_height - 2 * margin

# Function to draw boxes and count people
def draw_boxes(image, boxes, class_names, scores, max_boxes=50, min_score=0.1):
    colors = list(ImageColor.colormap.values())

    try:
        font = ImageFont.truetype("/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Regular.ttf", 25)
    except IOError:
        font = ImageFont.load_default()

    people_count = 0
    for i in range(min(boxes.shape[0], max_boxes)):
        if scores[i] >= min_score and class_names[i] == b'Person':  # Only count 'Person'
            people_count += 1
            ymin, xmin, ymax, xmax = tuple(boxes[i])
            display_str = "Person: {}%".format(int(100 * scores[i]))
            color = colors[hash(class_names[i]) % len(colors)]
            image_pil = Image.fromarray(np.uint8(image)).convert("RGB")
            draw_bounding_box_on_image(image_pil, ymin, xmin, ymax, xmax, color, font, display_str_list=[display_str])
            np.copyto(image, np.array(image_pil))

    return image, people_count

# Function to display an image
def display_image(image):
    fig = plt.figure(figsize=(20, 15))
    plt.grid(False)
    plt.imshow(image)

# Function to run the detector and count people in the image
def run_detector(detector, img_path):
  img = load_img(img_path)
  converted_img  = tf.image.convert_image_dtype(img, tf.float32)[tf.newaxis, ...]
  start_time = time.time()
  result = detector(converted_img)
  end_time = time.time()

  result = {key:value.numpy() for key,value in result.items()}
  print("Found %d objects." % len(result["detection_scores"]))
  print("Inference time: ", end_time-start_time)

  image_with_boxes, people_count = draw_boxes(img.numpy(), result["detection_boxes"], result["detection_class_entities"], result["detection_scores"])

  print(f"Total number of people detected: {people_count}")
  display_image(image_with_boxes)
  return image_with_boxes, people_count

# Directory for  mall dataset
mall_images_dir = '/content/drive/MyDrive/Dataset/Mall_Dataset/frames'

Showing how persons are been counted in images

%%time
test_image_filename = "/content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000644.jpg"
image_path = test_image_filename

if os.path.exists(image_path):
    # Run the detector
    run_detector(detector, image_path)
else:
    print(f"Image {test_image_filename} not found in the directory.")

Found 100 objects.
Inference time:  40.51781415939331
Total number of people detected: 27
CPU times: user 1min 35s, sys: 35.5 s, total: 2min 11s
Wall time: 40.9 s

Counting People Zone Wise for single image

# Function to draw boxes and count people
def draw_boxes(image, boxes, class_names, scores, max_boxes=50, min_score=0.1):
    colors = list(ImageColor.colormap.values())
    people_count = 0
    detected_boxes = []

    try:
        font = ImageFont.truetype("/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Regular.ttf", 25)
    except IOError:
        font = ImageFont.load_default()

    for i in range(min(boxes.shape[0], max_boxes)):
        if scores[i] >= min_score and class_names[i] == b'Person':  # Only count 'Person'
            people_count += 1
            ymin, xmin, ymax, xmax = tuple(boxes[i])
            display_str = "Person: {}%".format(int(100 * scores[i]))
            color = colors[hash(class_names[i]) % len(colors)]
            image_pil = Image.fromarray(np.uint8(image)).convert("RGB")
            draw_bounding_box_on_image(image_pil, ymin, xmin, ymax, xmax, color, font, display_str_list=[display_str])
            detected_boxes.append((ymin, xmin, ymax, xmax))

    return image, people_count, detected_boxes

# Function to count people within  zones
def count_people_in_zones(boxes, zones):
    zone_people_count = {i: 0 for i in range(len(zones))}
    for ymin, xmin, ymax, xmax in boxes:
        for i, zone in enumerate(zones):
            zone_ymin, zone_xmin, zone_ymax, zone_xmax = zone
            # Checking if the boxes are in the zone
            if (xmin >= zone_xmin and xmax <= zone_xmax and ymin >= zone_ymin and ymax <= zone_ymax):
                zone_people_count[i] += 1
    return zone_people_count

# Define image zones in to 4 quadrants
def define_zones(image_width, image_height, num_rows=2, num_cols=2):
    zone_width = image_width // num_cols
    zone_height = image_height // num_rows
    zones = []
    for row in range(num_rows):
        for col in range(num_cols):
            xmin = col * zone_width
            ymin = row * zone_height
            xmax = xmin + zone_width
            ymax = ymin + zone_height
            zones.append((ymin / image_height, xmin / image_width, ymax / image_height, xmax / image_width))
    return zones

# Function to display the image with bounding boxes and zone counts
def display_image_with_zones(image, detected_boxes, zone_people_count, zones, total_people_count):
    image_pil = Image.fromarray(np.uint8(image)).convert("RGB")
    draw = ImageDraw.Draw(image_pil)
    image_width, image_height = image_pil.size

    # Draw zones on the image
    for i, zone in enumerate(zones):
        zone_ymin, zone_xmin, zone_ymax, zone_xmax = zone
        left = zone_xmin * image_width
        top = zone_ymin * image_height
        right = zone_xmax * image_width
        bottom = zone_ymax * image_height
        draw.rectangle([left, top, right, bottom], outline="blue", width=2)
        draw.text((left + 5, top + 5), f"Zone {i+1}: {zone_people_count[i]} people", fill="blue")

    # Draw total people count at the bottom of the image
    draw.text((10, image_height - 30), f"Total number of people detected: {total_people_count}", fill="black")

    # Display the result
    plt.imshow(image_pil)
    plt.axis("off")
    plt.show()

# Function to run the detector and analyze the image
def run_detector(detector, img_path, num_rows=2, num_cols=2):
    img = load_img(img_path)
    converted_img = tf.image.convert_image_dtype(img, tf.float32)[tf.newaxis, ...]
    start_time = time.time()
    result = detector(converted_img)
    end_time = time.time()

    result = {key: value.numpy() for key, value in result.items()}
    print(f"Found {len(result['detection_scores'])} objects.")
    print("Inference time: ", end_time - start_time)

    image_with_boxes, people_count, detected_boxes = draw_boxes(img.numpy(), result['detection_boxes'], result['detection_class_entities'], result['detection_scores'])

    # Get the zones
    zones = define_zones(image_with_boxes.shape[1], image_with_boxes.shape[0], num_rows, num_cols)
    zone_people_count = count_people_in_zones(detected_boxes, zones)

    # Display the image with zone information
    display_image_with_zones(image_with_boxes, detected_boxes, zone_people_count, zones, people_count)

    # Print zone-wise people count
    print(f"Total number of people detected: {people_count}")
    print("Zone-wise people count:")
    for i, count in zone_people_count.items():
        print(f"  Zone {i + 1}: {count} people")

    return image_with_boxes, people_count

# Run the detector
test_image_filename = "/content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000644.jpg"
if os.path.exists(test_image_filename):
    run_detector(detector, test_image_filename)
else:
    print(f"Image {test_image_filename} not found.")

Found 100 objects.
Inference time:  2.168574571609497

Total number of people detected: 27
Zone-wise people count:
  Zone 1: 5 people
  Zone 2: 6 people
  Zone 3: 7 people
  Zone 4: 6 people

Counting people on the whole dataset from the images

%%time
# Function to run the detector and analyze the image
def run_detector(detector, img_path, num_rows=2, num_cols=2):
    img = load_img(img_path)
    converted_img = tf.image.convert_image_dtype(img, tf.float32)[tf.newaxis, ...]
    start_time = time.time()
    result = detector(converted_img)
    end_time = time.time()

    result = {key: value.numpy() for key, value in result.items()}
    print(f"Found {len(result['detection_scores'])} objects.")
    print("Inference time: ", end_time - start_time)

    image_with_boxes, people_count, detected_boxes = draw_boxes(img.numpy(), result['detection_boxes'], result['detection_class_entities'], result['detection_scores'])

    # Get the zones
    zones = define_zones(image_with_boxes.shape[1], image_with_boxes.shape[0], num_rows, num_cols)
    zone_people_count = count_people_in_zones(detected_boxes, zones)

    return image_with_boxes, people_count, zone_people_count

# create a empty list for people count
people_count_data = []

# Directory for  mall dataset
mall_images_dir = '/content/drive/MyDrive/Dataset/Mall_Dataset/frames'

# Iterate over all images in the directory
for image_filename in os.listdir(mall_images_dir):
    if image_filename.lower().endswith(('.jpg', '.jpeg', '.png')):  # Filter image files
        image_path = os.path.join(mall_images_dir, image_filename)
        print(f"Running detection on: {image_path}")

        # Run detection and get people count and zone-wise count
        _, people_count, zone_people_count = run_detector(detector, image_path)

        print(f"Total number of people detected in {image_filename}: {people_count}")

        # Append the result to the list
        people_count_data.append({
            'image_filename': image_filename,
            'people_count': people_count,
            'zone_1': zone_people_count.get(0, 0),
            'zone_2': zone_people_count.get(1, 0),
            'zone_3': zone_people_count.get(2, 0),
            'zone_4': zone_people_count.get(3, 0)
        })

# Convert the data into a pandas DataFrame
df = pd.DataFrame(people_count_data)

# Save the DataFrame to a CSV file
output_csv = '/content/drive/MyDrive/Dataset/T4_people_mall_count_with_zones.csv'
df.to_csv(output_csv, index=False)

print(f"People count data saved to {output_csv}")

Streaming output truncated to the last 5000 lines.
Total number of people detected in seq_001734.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001728.jpg
Found 100 objects.
Inference time:  2.1836209297180176
Total number of people detected in seq_001728.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001741.jpg
Found 100 objects.
Inference time:  2.140080451965332
Total number of people detected in seq_001741.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001745.jpg
Found 100 objects.
Inference time:  2.242816209793091
Total number of people detected in seq_001745.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001739.jpg
Found 100 objects.
Inference time:  2.2664451599121094
Total number of people detected in seq_001739.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001743.jpg
Found 100 objects.
Inference time:  2.14294695854187
Total number of people detected in seq_001743.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001730.jpg
Found 100 objects.
Inference time:  2.1542270183563232
Total number of people detected in seq_001730.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001783.jpg
Found 100 objects.
Inference time:  2.228764295578003
Total number of people detected in seq_001783.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001758.jpg
Found 100 objects.
Inference time:  2.2516143321990967
Total number of people detected in seq_001758.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001760.jpg
Found 100 objects.
Inference time:  2.2557966709136963
Total number of people detected in seq_001760.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001770.jpg
Found 100 objects.
Inference time:  2.2777934074401855
Total number of people detected in seq_001770.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001779.jpg
Found 100 objects.
Inference time:  2.2387988567352295
Total number of people detected in seq_001779.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001772.jpg
Found 100 objects.
Inference time:  2.2415103912353516
Total number of people detected in seq_001772.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001776.jpg
Found 100 objects.
Inference time:  2.156054735183716
Total number of people detected in seq_001776.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001759.jpg
Found 100 objects.
Inference time:  2.0701653957366943
Total number of people detected in seq_001759.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001773.jpg
Found 100 objects.
Inference time:  2.272505283355713
Total number of people detected in seq_001773.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001775.jpg
Found 100 objects.
Inference time:  2.207181692123413
Total number of people detected in seq_001775.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001767.jpg
Found 100 objects.
Inference time:  2.188159227371216
Total number of people detected in seq_001767.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001780.jpg
Found 100 objects.
Inference time:  2.0503506660461426
Total number of people detected in seq_001780.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001777.jpg
Found 100 objects.
Inference time:  2.2277963161468506
Total number of people detected in seq_001777.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001781.jpg
Found 100 objects.
Inference time:  2.274308443069458
Total number of people detected in seq_001781.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001768.jpg
Found 100 objects.
Inference time:  2.3648183345794678
Total number of people detected in seq_001768.jpg: 27
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001771.jpg
Found 100 objects.
Inference time:  2.2647738456726074
Total number of people detected in seq_001771.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001769.jpg
Found 100 objects.
Inference time:  2.167316436767578
Total number of people detected in seq_001769.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001762.jpg
Found 100 objects.
Inference time:  2.2518839836120605
Total number of people detected in seq_001762.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001786.jpg
Found 100 objects.
Inference time:  2.2082056999206543
Total number of people detected in seq_001786.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001778.jpg
Found 100 objects.
Inference time:  2.2670199871063232
Total number of people detected in seq_001778.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001785.jpg
Found 100 objects.
Inference time:  2.280625820159912
Total number of people detected in seq_001785.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001774.jpg
Found 100 objects.
Inference time:  2.1043882369995117
Total number of people detected in seq_001774.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001766.jpg
Found 100 objects.
Inference time:  2.1926357746124268
Total number of people detected in seq_001766.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001765.jpg
Found 100 objects.
Inference time:  2.1757824420928955
Total number of people detected in seq_001765.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001761.jpg
Found 100 objects.
Inference time:  2.116665840148926
Total number of people detected in seq_001761.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001782.jpg
Found 100 objects.
Inference time:  2.215402126312256
Total number of people detected in seq_001782.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001764.jpg
Found 100 objects.
Inference time:  2.198026180267334
Total number of people detected in seq_001764.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001763.jpg
Found 100 objects.
Inference time:  2.319117546081543
Total number of people detected in seq_001763.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001784.jpg
Found 100 objects.
Inference time:  2.1133100986480713
Total number of people detected in seq_001784.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001803.jpg
Found 100 objects.
Inference time:  2.0959627628326416
Total number of people detected in seq_001803.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001800.jpg
Found 100 objects.
Inference time:  2.2236506938934326
Total number of people detected in seq_001800.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001795.jpg
Found 100 objects.
Inference time:  2.1909279823303223
Total number of people detected in seq_001795.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001792.jpg
Found 100 objects.
Inference time:  2.2668395042419434
Total number of people detected in seq_001792.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001799.jpg
Found 100 objects.
Inference time:  2.315580129623413
Total number of people detected in seq_001799.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001798.jpg
Found 100 objects.
Inference time:  2.209181308746338
Total number of people detected in seq_001798.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001787.jpg
Found 100 objects.
Inference time:  2.1956875324249268
Total number of people detected in seq_001787.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001796.jpg
Found 100 objects.
Inference time:  2.1576905250549316
Total number of people detected in seq_001796.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001791.jpg
Found 100 objects.
Inference time:  2.1918931007385254
Total number of people detected in seq_001791.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001801.jpg
Found 100 objects.
Inference time:  2.1258463859558105
Total number of people detected in seq_001801.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001793.jpg
Found 100 objects.
Inference time:  2.0765628814697266
Total number of people detected in seq_001793.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001789.jpg
Found 100 objects.
Inference time:  2.1864750385284424
Total number of people detected in seq_001789.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001794.jpg
Found 100 objects.
Inference time:  2.226653575897217
Total number of people detected in seq_001794.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001802.jpg
Found 100 objects.
Inference time:  2.054014205932617
Total number of people detected in seq_001802.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001790.jpg
Found 100 objects.
Inference time:  2.082562208175659
Total number of people detected in seq_001790.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001788.jpg
Found 100 objects.
Inference time:  2.280541181564331
Total number of people detected in seq_001788.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001797.jpg
Found 100 objects.
Inference time:  2.2293813228607178
Total number of people detected in seq_001797.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001823.jpg
Found 100 objects.
Inference time:  2.237400770187378
Total number of people detected in seq_001823.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001807.jpg
Found 100 objects.
Inference time:  2.2628467082977295
Total number of people detected in seq_001807.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001826.jpg
Found 100 objects.
Inference time:  2.1621546745300293
Total number of people detected in seq_001826.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001814.jpg
Found 100 objects.
Inference time:  2.043015480041504
Total number of people detected in seq_001814.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001818.jpg
Found 100 objects.
Inference time:  2.210498809814453
Total number of people detected in seq_001818.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001821.jpg
Found 100 objects.
Inference time:  2.1749560832977295
Total number of people detected in seq_001821.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001825.jpg
Found 100 objects.
Inference time:  2.2375495433807373
Total number of people detected in seq_001825.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001819.jpg
Found 100 objects.
Inference time:  2.1726324558258057
Total number of people detected in seq_001819.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001827.jpg
Found 100 objects.
Inference time:  2.24393630027771
Total number of people detected in seq_001827.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001812.jpg
Found 100 objects.
Inference time:  2.065227508544922
Total number of people detected in seq_001812.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001809.jpg
Found 100 objects.
Inference time:  2.2245278358459473
Total number of people detected in seq_001809.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001816.jpg
Found 100 objects.
Inference time:  2.2527823448181152
Total number of people detected in seq_001816.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001810.jpg
Found 100 objects.
Inference time:  2.2185187339782715
Total number of people detected in seq_001810.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001805.jpg
Found 100 objects.
Inference time:  2.1824111938476562
Total number of people detected in seq_001805.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001804.jpg
Found 100 objects.
Inference time:  2.1081976890563965
Total number of people detected in seq_001804.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001824.jpg
Found 100 objects.
Inference time:  2.1528422832489014
Total number of people detected in seq_001824.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001811.jpg
Found 100 objects.
Inference time:  2.2201266288757324
Total number of people detected in seq_001811.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001822.jpg
Found 100 objects.
Inference time:  2.229944944381714
Total number of people detected in seq_001822.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001815.jpg
Found 100 objects.
Inference time:  2.2822282314300537
Total number of people detected in seq_001815.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001808.jpg
Found 100 objects.
Inference time:  2.2091288566589355
Total number of people detected in seq_001808.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001806.jpg
Found 100 objects.
Inference time:  2.1014561653137207
Total number of people detected in seq_001806.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001817.jpg
Found 100 objects.
Inference time:  2.197026014328003
Total number of people detected in seq_001817.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001813.jpg
Found 100 objects.
Inference time:  2.2739672660827637
Total number of people detected in seq_001813.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001820.jpg
Found 100 objects.
Inference time:  2.165781259536743
Total number of people detected in seq_001820.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001835.jpg
Found 100 objects.
Inference time:  2.144721031188965
Total number of people detected in seq_001835.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001832.jpg
Found 100 objects.
Inference time:  2.1349918842315674
Total number of people detected in seq_001832.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001836.jpg
Found 100 objects.
Inference time:  2.2996227741241455
Total number of people detected in seq_001836.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001849.jpg
Found 100 objects.
Inference time:  2.411522150039673
Total number of people detected in seq_001849.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001843.jpg
Found 100 objects.
Inference time:  2.15765380859375
Total number of people detected in seq_001843.jpg: 27
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001829.jpg
Found 100 objects.
Inference time:  2.2286674976348877
Total number of people detected in seq_001829.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001839.jpg
Found 100 objects.
Inference time:  2.062472105026245
Total number of people detected in seq_001839.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001830.jpg
Found 100 objects.
Inference time:  2.2350313663482666
Total number of people detected in seq_001830.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001846.jpg
Found 100 objects.
Inference time:  2.1699774265289307
Total number of people detected in seq_001846.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001828.jpg
Found 100 objects.
Inference time:  2.0474629402160645
Total number of people detected in seq_001828.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001850.jpg
Found 100 objects.
Inference time:  2.2034547328948975
Total number of people detected in seq_001850.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001853.jpg
Found 100 objects.
Inference time:  2.2822506427764893
Total number of people detected in seq_001853.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001838.jpg
Found 100 objects.
Inference time:  2.154370069503784
Total number of people detected in seq_001838.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001834.jpg
Found 100 objects.
Inference time:  2.2691874504089355
Total number of people detected in seq_001834.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001837.jpg
Found 100 objects.
Inference time:  2.2525250911712646
Total number of people detected in seq_001837.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001852.jpg
Found 100 objects.
Inference time:  2.1188244819641113
Total number of people detected in seq_001852.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001833.jpg
Found 100 objects.
Inference time:  2.3728950023651123
Total number of people detected in seq_001833.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001848.jpg
Found 100 objects.
Inference time:  2.1847293376922607
Total number of people detected in seq_001848.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001842.jpg
Found 100 objects.
Inference time:  2.0880649089813232
Total number of people detected in seq_001842.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001847.jpg
Found 100 objects.
Inference time:  2.2633819580078125
Total number of people detected in seq_001847.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001831.jpg
Found 100 objects.
Inference time:  2.160106658935547
Total number of people detected in seq_001831.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001845.jpg
Found 100 objects.
Inference time:  2.1123862266540527
Total number of people detected in seq_001845.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001840.jpg
Found 100 objects.
Inference time:  2.171349048614502
Total number of people detected in seq_001840.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001844.jpg
Found 100 objects.
Inference time:  2.1771810054779053
Total number of people detected in seq_001844.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001854.jpg
Found 100 objects.
Inference time:  2.1242995262145996
Total number of people detected in seq_001854.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001855.jpg
Found 100 objects.
Inference time:  2.2369043827056885
Total number of people detected in seq_001855.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001851.jpg
Found 100 objects.
Inference time:  1.9916396141052246
Total number of people detected in seq_001851.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001841.jpg
Found 100 objects.
Inference time:  2.2075304985046387
Total number of people detected in seq_001841.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001856.jpg
Found 100 objects.
Inference time:  2.197807788848877
Total number of people detected in seq_001856.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001873.jpg
Found 100 objects.
Inference time:  2.2058346271514893
Total number of people detected in seq_001873.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001876.jpg
Found 100 objects.
Inference time:  2.19328236579895
Total number of people detected in seq_001876.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001872.jpg
Found 100 objects.
Inference time:  2.275611639022827
Total number of people detected in seq_001872.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001859.jpg
Found 100 objects.
Inference time:  2.1115152835845947
Total number of people detected in seq_001859.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001874.jpg
Found 100 objects.
Inference time:  2.0478174686431885
Total number of people detected in seq_001874.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001883.jpg
Found 100 objects.
Inference time:  2.223872184753418
Total number of people detected in seq_001883.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001880.jpg
Found 100 objects.
Inference time:  2.236389636993408
Total number of people detected in seq_001880.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001871.jpg
Found 100 objects.
Inference time:  2.0967602729797363
Total number of people detected in seq_001871.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001875.jpg
Found 100 objects.
Inference time:  2.186434507369995
Total number of people detected in seq_001875.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001860.jpg
Found 100 objects.
Inference time:  2.1607754230499268
Total number of people detected in seq_001860.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001866.jpg
Found 100 objects.
Inference time:  2.148136854171753
Total number of people detected in seq_001866.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001865.jpg
Found 100 objects.
Inference time:  2.25138258934021
Total number of people detected in seq_001865.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001879.jpg
Found 100 objects.
Inference time:  2.318539619445801
Total number of people detected in seq_001879.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001877.jpg
Found 100 objects.
Inference time:  2.1513571739196777
Total number of people detected in seq_001877.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001857.jpg
Found 100 objects.
Inference time:  2.1572163105010986
Total number of people detected in seq_001857.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001868.jpg
Found 100 objects.
Inference time:  2.201113224029541
Total number of people detected in seq_001868.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001858.jpg
Found 100 objects.
Inference time:  2.1381022930145264
Total number of people detected in seq_001858.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001878.jpg
Found 100 objects.
Inference time:  2.2205331325531006
Total number of people detected in seq_001878.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001867.jpg
Found 100 objects.
Inference time:  2.2402193546295166
Total number of people detected in seq_001867.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001870.jpg
Found 100 objects.
Inference time:  2.2378382682800293
Total number of people detected in seq_001870.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001862.jpg
Found 100 objects.
Inference time:  2.1466846466064453
Total number of people detected in seq_001862.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001881.jpg
Found 100 objects.
Inference time:  2.202786684036255
Total number of people detected in seq_001881.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001861.jpg
Found 100 objects.
Inference time:  2.289682626724243
Total number of people detected in seq_001861.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001864.jpg
Found 100 objects.
Inference time:  2.282409906387329
Total number of people detected in seq_001864.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001863.jpg
Found 100 objects.
Inference time:  2.0582823753356934
Total number of people detected in seq_001863.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001882.jpg
Found 100 objects.
Inference time:  2.2284655570983887
Total number of people detected in seq_001882.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001869.jpg
Found 100 objects.
Inference time:  2.22499942779541
Total number of people detected in seq_001869.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001893.jpg
Found 100 objects.
Inference time:  2.0066282749176025
Total number of people detected in seq_001893.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001888.jpg
Found 100 objects.
Inference time:  2.147958993911743
Total number of people detected in seq_001888.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001902.jpg
Found 100 objects.
Inference time:  2.1111278533935547
Total number of people detected in seq_001902.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001889.jpg
Found 100 objects.
Inference time:  2.2715868949890137
Total number of people detected in seq_001889.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001909.jpg
Found 100 objects.
Inference time:  2.2139692306518555
Total number of people detected in seq_001909.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001896.jpg
Found 100 objects.
Inference time:  2.1941258907318115
Total number of people detected in seq_001896.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001884.jpg
Found 100 objects.
Inference time:  2.1776068210601807
Total number of people detected in seq_001884.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001892.jpg
Found 100 objects.
Inference time:  2.0923397541046143
Total number of people detected in seq_001892.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001899.jpg
Found 100 objects.
Inference time:  2.159607410430908
Total number of people detected in seq_001899.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001912.jpg
Found 100 objects.
Inference time:  2.2471933364868164
Total number of people detected in seq_001912.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001917.jpg
Found 100 objects.
Inference time:  2.052953004837036
Total number of people detected in seq_001917.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001911.jpg
Found 100 objects.
Inference time:  2.1708154678344727
Total number of people detected in seq_001911.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001887.jpg
Found 100 objects.
Inference time:  2.2010536193847656
Total number of people detected in seq_001887.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001900.jpg
Found 100 objects.
Inference time:  2.138967275619507
Total number of people detected in seq_001900.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001904.jpg
Found 100 objects.
Inference time:  2.0907793045043945
Total number of people detected in seq_001904.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001916.jpg
Found 100 objects.
Inference time:  2.1406679153442383
Total number of people detected in seq_001916.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001901.jpg
Found 100 objects.
Inference time:  2.195971727371216
Total number of people detected in seq_001901.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001886.jpg
Found 100 objects.
Inference time:  2.2371411323547363
Total number of people detected in seq_001886.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001905.jpg
Found 100 objects.
Inference time:  2.164895534515381
Total number of people detected in seq_001905.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001908.jpg
Found 100 objects.
Inference time:  2.241189479827881
Total number of people detected in seq_001908.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001910.jpg
Found 100 objects.
Inference time:  2.2493896484375
Total number of people detected in seq_001910.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001885.jpg
Found 100 objects.
Inference time:  2.0450243949890137
Total number of people detected in seq_001885.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001897.jpg
Found 100 objects.
Inference time:  2.2709500789642334
Total number of people detected in seq_001897.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001890.jpg
Found 100 objects.
Inference time:  2.1598665714263916
Total number of people detected in seq_001890.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001894.jpg
Found 100 objects.
Inference time:  2.1254940032958984
Total number of people detected in seq_001894.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001895.jpg
Found 100 objects.
Inference time:  2.1501972675323486
Total number of people detected in seq_001895.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001913.jpg
Found 100 objects.
Inference time:  2.1302621364593506
Total number of people detected in seq_001913.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001898.jpg
Found 100 objects.
Inference time:  2.233783006668091
Total number of people detected in seq_001898.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001891.jpg
Found 100 objects.
Inference time:  2.023811101913452
Total number of people detected in seq_001891.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001914.jpg
Found 100 objects.
Inference time:  2.164674997329712
Total number of people detected in seq_001914.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001915.jpg
Found 100 objects.
Inference time:  2.265650987625122
Total number of people detected in seq_001915.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001907.jpg
Found 100 objects.
Inference time:  2.2814455032348633
Total number of people detected in seq_001907.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001906.jpg
Found 100 objects.
Inference time:  2.102968692779541
Total number of people detected in seq_001906.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001903.jpg
Found 100 objects.
Inference time:  2.1280128955841064
Total number of people detected in seq_001903.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001947.jpg
Found 100 objects.
Inference time:  2.2385499477386475
Total number of people detected in seq_001947.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001928.jpg
Found 100 objects.
Inference time:  2.2110564708709717
Total number of people detected in seq_001928.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001941.jpg
Found 100 objects.
Inference time:  2.2146363258361816
Total number of people detected in seq_001941.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001924.jpg
Found 100 objects.
Inference time:  2.0879862308502197
Total number of people detected in seq_001924.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001945.jpg
Found 100 objects.
Inference time:  2.1954305171966553
Total number of people detected in seq_001945.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001946.jpg
Found 100 objects.
Inference time:  2.1965043544769287
Total number of people detected in seq_001946.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001942.jpg
Found 100 objects.
Inference time:  1.979952335357666
Total number of people detected in seq_001942.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001940.jpg
Found 100 objects.
Inference time:  2.156318187713623
Total number of people detected in seq_001940.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001921.jpg
Found 100 objects.
Inference time:  2.2829036712646484
Total number of people detected in seq_001921.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001943.jpg
Found 100 objects.
Inference time:  2.2109644412994385
Total number of people detected in seq_001943.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001938.jpg
Found 100 objects.
Inference time:  2.1699843406677246
Total number of people detected in seq_001938.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001922.jpg
Found 100 objects.
Inference time:  2.2005491256713867
Total number of people detected in seq_001922.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001923.jpg
Found 100 objects.
Inference time:  2.250539779663086
Total number of people detected in seq_001923.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001944.jpg
Found 100 objects.
Inference time:  2.218309164047241
Total number of people detected in seq_001944.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001937.jpg
Found 100 objects.
Inference time:  2.155064105987549
Total number of people detected in seq_001937.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001932.jpg
Found 100 objects.
Inference time:  2.244513750076294
Total number of people detected in seq_001932.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001918.jpg
Found 100 objects.
Inference time:  2.25981068611145
Total number of people detected in seq_001918.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001952.jpg
Found 100 objects.
Inference time:  2.1023406982421875
Total number of people detected in seq_001952.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001931.jpg
Found 100 objects.
Inference time:  2.183579683303833
Total number of people detected in seq_001931.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001948.jpg
Found 100 objects.
Inference time:  2.155808687210083
Total number of people detected in seq_001948.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001920.jpg
Found 100 objects.
Inference time:  2.163985013961792
Total number of people detected in seq_001920.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001930.jpg
Found 100 objects.
Inference time:  2.171517848968506
Total number of people detected in seq_001930.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001950.jpg
Found 100 objects.
Inference time:  2.223679780960083
Total number of people detected in seq_001950.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001936.jpg
Found 100 objects.
Inference time:  2.0410165786743164
Total number of people detected in seq_001936.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001929.jpg
Found 100 objects.
Inference time:  2.416851282119751
Total number of people detected in seq_001929.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001951.jpg
Found 100 objects.
Inference time:  2.173564910888672
Total number of people detected in seq_001951.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001949.jpg
Found 100 objects.
Inference time:  2.10087513923645
Total number of people detected in seq_001949.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001919.jpg
Found 100 objects.
Inference time:  2.1995530128479004
Total number of people detected in seq_001919.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001934.jpg
Found 100 objects.
Inference time:  2.340877056121826
Total number of people detected in seq_001934.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001925.jpg
Found 100 objects.
Inference time:  2.220223903656006
Total number of people detected in seq_001925.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001927.jpg
Found 100 objects.
Inference time:  2.18330454826355
Total number of people detected in seq_001927.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001939.jpg
Found 100 objects.
Inference time:  2.1928024291992188
Total number of people detected in seq_001939.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001935.jpg
Found 100 objects.
Inference time:  2.023705244064331
Total number of people detected in seq_001935.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001926.jpg
Found 100 objects.
Inference time:  2.108166217803955
Total number of people detected in seq_001926.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001933.jpg
Found 100 objects.
Inference time:  2.2092418670654297
Total number of people detected in seq_001933.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001964.jpg
Found 100 objects.
Inference time:  2.1614952087402344
Total number of people detected in seq_001964.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001975.jpg
Found 100 objects.
Inference time:  2.2447361946105957
Total number of people detected in seq_001975.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001969.jpg
Found 100 objects.
Inference time:  2.2473270893096924
Total number of people detected in seq_001969.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001957.jpg
Found 100 objects.
Inference time:  2.333249568939209
Total number of people detected in seq_001957.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001960.jpg
Found 100 objects.
Inference time:  2.1142148971557617
Total number of people detected in seq_001960.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001979.jpg
Found 100 objects.
Inference time:  2.1780357360839844
Total number of people detected in seq_001979.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001958.jpg
Found 100 objects.
Inference time:  2.1680076122283936
Total number of people detected in seq_001958.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001966.jpg
Found 100 objects.
Inference time:  2.153528928756714
Total number of people detected in seq_001966.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001954.jpg
Found 100 objects.
Inference time:  2.0333728790283203
Total number of people detected in seq_001954.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001974.jpg
Found 100 objects.
Inference time:  2.1600937843322754
Total number of people detected in seq_001974.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001961.jpg
Found 100 objects.
Inference time:  2.3992741107940674
Total number of people detected in seq_001961.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001972.jpg
Found 100 objects.
Inference time:  2.2271173000335693
Total number of people detected in seq_001972.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001967.jpg
Found 100 objects.
Inference time:  2.1249947547912598
Total number of people detected in seq_001967.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001965.jpg
Found 100 objects.
Inference time:  2.281723976135254
Total number of people detected in seq_001965.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001970.jpg
Found 100 objects.
Inference time:  2.246410608291626
Total number of people detected in seq_001970.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001977.jpg
Found 100 objects.
Inference time:  2.154888153076172
Total number of people detected in seq_001977.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001959.jpg
Found 100 objects.
Inference time:  2.1366665363311768
Total number of people detected in seq_001959.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001956.jpg
Found 100 objects.
Inference time:  1.9957261085510254
Total number of people detected in seq_001956.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001963.jpg
Found 100 objects.
Inference time:  2.1647021770477295
Total number of people detected in seq_001963.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001973.jpg
Found 100 objects.
Inference time:  2.119351625442505
Total number of people detected in seq_001973.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001971.jpg
Found 100 objects.
Inference time:  2.193953037261963
Total number of people detected in seq_001971.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001976.jpg
Found 100 objects.
Inference time:  2.175769090652466
Total number of people detected in seq_001976.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001980.jpg
Found 100 objects.
Inference time:  2.179896831512451
Total number of people detected in seq_001980.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001978.jpg
Found 100 objects.
Inference time:  2.0455944538116455
Total number of people detected in seq_001978.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001962.jpg
Found 100 objects.
Inference time:  2.213413715362549
Total number of people detected in seq_001962.jpg: 27
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001953.jpg
Found 100 objects.
Inference time:  2.0997838973999023
Total number of people detected in seq_001953.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001955.jpg
Found 100 objects.
Inference time:  2.0230698585510254
Total number of people detected in seq_001955.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001968.jpg
Found 100 objects.
Inference time:  2.1537203788757324
Total number of people detected in seq_001968.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001995.jpg
Found 100 objects.
Inference time:  2.191861152648926
Total number of people detected in seq_001995.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001997.jpg
Found 100 objects.
Inference time:  2.263546943664551
Total number of people detected in seq_001997.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001984.jpg
Found 100 objects.
Inference time:  2.226808547973633
Total number of people detected in seq_001984.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001987.jpg
Found 100 objects.
Inference time:  2.1748697757720947
Total number of people detected in seq_001987.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001996.jpg
Found 100 objects.
Inference time:  2.342926263809204
Total number of people detected in seq_001996.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001991.jpg
Found 100 objects.
Inference time:  2.152100086212158
Total number of people detected in seq_001991.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001985.jpg
Found 100 objects.
Inference time:  2.197108745574951
Total number of people detected in seq_001985.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001989.jpg
Found 100 objects.
Inference time:  2.039214611053467
Total number of people detected in seq_001989.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_002000.jpg
Found 100 objects.
Inference time:  2.314035177230835
Total number of people detected in seq_002000.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001982.jpg
Found 100 objects.
Inference time:  2.216848134994507
Total number of people detected in seq_001982.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001992.jpg
Found 100 objects.
Inference time:  2.027508497238159
Total number of people detected in seq_001992.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001988.jpg
Found 100 objects.
Inference time:  2.210942029953003
Total number of people detected in seq_001988.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001986.jpg
Found 100 objects.
Inference time:  2.1681015491485596
Total number of people detected in seq_001986.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001994.jpg
Found 100 objects.
Inference time:  2.099076509475708
Total number of people detected in seq_001994.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001993.jpg
Found 100 objects.
Inference time:  2.1797032356262207
Total number of people detected in seq_001993.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001983.jpg
Found 100 objects.
Inference time:  2.12530255317688
Total number of people detected in seq_001983.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001990.jpg
Found 100 objects.
Inference time:  2.176030158996582
Total number of people detected in seq_001990.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001981.jpg
Found 100 objects.
Inference time:  2.219162940979004
Total number of people detected in seq_001981.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001998.jpg
Found 100 objects.
Inference time:  2.1920111179351807
Total number of people detected in seq_001998.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001999.jpg
Found 100 objects.
Inference time:  2.258352518081665
Total number of people detected in seq_001999.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000021.jpg
Found 100 objects.
Inference time:  2.102487325668335
Total number of people detected in seq_000021.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000012.jpg
Found 100 objects.
Inference time:  2.1741321086883545
Total number of people detected in seq_000012.jpg: 27
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000014.jpg
Found 100 objects.
Inference time:  2.080111503601074
Total number of people detected in seq_000014.jpg: 28
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000018.jpg
Found 100 objects.
Inference time:  2.0125036239624023
Total number of people detected in seq_000018.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000002.jpg
Found 100 objects.
Inference time:  2.1493260860443115
Total number of people detected in seq_000002.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000001.jpg
Found 100 objects.
Inference time:  2.0488202571868896
Total number of people detected in seq_000001.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000006.jpg
Found 100 objects.
Inference time:  2.1355092525482178
Total number of people detected in seq_000006.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000010.jpg
Found 100 objects.
Inference time:  2.197497606277466
Total number of people detected in seq_000010.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000019.jpg
Found 100 objects.
Inference time:  2.105888605117798
Total number of people detected in seq_000019.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000003.jpg
Found 100 objects.
Inference time:  2.1881461143493652
Total number of people detected in seq_000003.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000007.jpg
Found 100 objects.
Inference time:  2.171661853790283
Total number of people detected in seq_000007.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000009.jpg
Found 100 objects.
Inference time:  2.1754374504089355
Total number of people detected in seq_000009.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000017.jpg
Found 100 objects.
Inference time:  2.125432252883911
Total number of people detected in seq_000017.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000008.jpg
Found 100 objects.
Inference time:  2.019291877746582
Total number of people detected in seq_000008.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000015.jpg
Found 100 objects.
Inference time:  2.11194109916687
Total number of people detected in seq_000015.jpg: 30
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000013.jpg
Found 100 objects.
Inference time:  2.2601916790008545
Total number of people detected in seq_000013.jpg: 28
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000020.jpg
Found 100 objects.
Inference time:  2.1496193408966064
Total number of people detected in seq_000020.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000004.jpg
Found 100 objects.
Inference time:  2.272136926651001
Total number of people detected in seq_000004.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000016.jpg
Found 100 objects.
Inference time:  2.1052584648132324
Total number of people detected in seq_000016.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000011.jpg
Found 100 objects.
Inference time:  2.189331293106079
Total number of people detected in seq_000011.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000005.jpg
Found 100 objects.
Inference time:  2.283128023147583
Total number of people detected in seq_000005.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000032.jpg
Found 100 objects.
Inference time:  2.0924086570739746
Total number of people detected in seq_000032.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000023.jpg
Found 100 objects.
Inference time:  2.103942394256592
Total number of people detected in seq_000023.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000029.jpg
Found 100 objects.
Inference time:  2.2437474727630615
Total number of people detected in seq_000029.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000028.jpg
Found 100 objects.
Inference time:  2.0251386165618896
Total number of people detected in seq_000028.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000042.jpg
Found 100 objects.
Inference time:  2.145371198654175
Total number of people detected in seq_000042.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000024.jpg
Found 100 objects.
Inference time:  2.1777331829071045
Total number of people detected in seq_000024.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000033.jpg
Found 100 objects.
Inference time:  2.1569173336029053
Total number of people detected in seq_000033.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000026.jpg
Found 100 objects.
Inference time:  2.1296181678771973
Total number of people detected in seq_000026.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000040.jpg
Found 100 objects.
Inference time:  2.3000454902648926
Total number of people detected in seq_000040.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000045.jpg
Found 100 objects.
Inference time:  2.2647719383239746
Total number of people detected in seq_000045.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000044.jpg
Found 100 objects.
Inference time:  1.9897019863128662
Total number of people detected in seq_000044.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000025.jpg
Found 100 objects.
Inference time:  2.1631362438201904
Total number of people detected in seq_000025.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000041.jpg
Found 100 objects.
Inference time:  2.253053665161133
Total number of people detected in seq_000041.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000043.jpg
Found 100 objects.
Inference time:  2.217939615249634
Total number of people detected in seq_000043.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000046.jpg
Found 100 objects.
Inference time:  2.251970052719116
Total number of people detected in seq_000046.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000022.jpg
Found 100 objects.
Inference time:  2.2203903198242188
Total number of people detected in seq_000022.jpg: 27
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000030.jpg
Found 100 objects.
Inference time:  2.1821229457855225
Total number of people detected in seq_000030.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000038.jpg
Found 100 objects.
Inference time:  2.28208589553833
Total number of people detected in seq_000038.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000031.jpg
Found 100 objects.
Inference time:  2.2377164363861084
Total number of people detected in seq_000031.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000036.jpg
Found 100 objects.
Inference time:  2.0244858264923096
Total number of people detected in seq_000036.jpg: 30
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000034.jpg
Found 100 objects.
Inference time:  2.2014896869659424
Total number of people detected in seq_000034.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000027.jpg
Found 100 objects.
Inference time:  2.0460352897644043
Total number of people detected in seq_000027.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000039.jpg
Found 100 objects.
Inference time:  2.249431848526001
Total number of people detected in seq_000039.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000035.jpg
Found 100 objects.
Inference time:  2.281653642654419
Total number of people detected in seq_000035.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000037.jpg
Found 100 objects.
Inference time:  2.3233280181884766
Total number of people detected in seq_000037.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000052.jpg
Found 100 objects.
Inference time:  2.1432933807373047
Total number of people detected in seq_000052.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000056.jpg
Found 100 objects.
Inference time:  2.1185033321380615
Total number of people detected in seq_000056.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000048.jpg
Found 100 objects.
Inference time:  2.2241861820220947
Total number of people detected in seq_000048.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000068.jpg
Found 100 objects.
Inference time:  2.0868518352508545
Total number of people detected in seq_000068.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000066.jpg
Found 100 objects.
Inference time:  2.2075846195220947
Total number of people detected in seq_000066.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000064.jpg
Found 100 objects.
Inference time:  2.1277027130126953
Total number of people detected in seq_000064.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000047.jpg
Found 100 objects.
Inference time:  2.2400572299957275
Total number of people detected in seq_000047.jpg: 10
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000055.jpg
Found 100 objects.
Inference time:  2.1713571548461914
Total number of people detected in seq_000055.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000063.jpg
Found 100 objects.
Inference time:  2.311755657196045
Total number of people detected in seq_000063.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000062.jpg
Found 100 objects.
Inference time:  2.2368597984313965
Total number of people detected in seq_000062.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000050.jpg
Found 100 objects.
Inference time:  2.2102463245391846
Total number of people detected in seq_000050.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000057.jpg
Found 100 objects.
Inference time:  2.2465176582336426
Total number of people detected in seq_000057.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000054.jpg
Found 100 objects.
Inference time:  2.1892166137695312
Total number of people detected in seq_000054.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000069.jpg
Found 100 objects.
Inference time:  2.231154441833496
Total number of people detected in seq_000069.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000049.jpg
Found 100 objects.
Inference time:  2.3454248905181885
Total number of people detected in seq_000049.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000058.jpg
Found 100 objects.
Inference time:  2.1891891956329346
Total number of people detected in seq_000058.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000051.jpg
Found 100 objects.
Inference time:  2.2110252380371094
Total number of people detected in seq_000051.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000060.jpg
Found 100 objects.
Inference time:  2.206225633621216
Total number of people detected in seq_000060.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000053.jpg
Found 100 objects.
Inference time:  2.093189239501953
Total number of people detected in seq_000053.jpg: 9
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000065.jpg
Found 100 objects.
Inference time:  2.001805067062378
Total number of people detected in seq_000065.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000067.jpg
Found 100 objects.
Inference time:  2.1813178062438965
Total number of people detected in seq_000067.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000061.jpg
Found 100 objects.
Inference time:  2.1829259395599365
Total number of people detected in seq_000061.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000059.jpg
Found 100 objects.
Inference time:  2.237154483795166
Total number of people detected in seq_000059.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000077.jpg
Found 100 objects.
Inference time:  2.2719614505767822
Total number of people detected in seq_000077.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000080.jpg
Found 100 objects.
Inference time:  2.2236106395721436
Total number of people detected in seq_000080.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000082.jpg
Found 100 objects.
Inference time:  2.183933973312378
Total number of people detected in seq_000082.jpg: 9
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000079.jpg
Found 100 objects.
Inference time:  2.2833240032196045
Total number of people detected in seq_000079.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000070.jpg
Found 100 objects.
Inference time:  2.303358793258667
Total number of people detected in seq_000070.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000074.jpg
Found 100 objects.
Inference time:  2.2182607650756836
Total number of people detected in seq_000074.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000076.jpg
Found 100 objects.
Inference time:  2.262446641921997
Total number of people detected in seq_000076.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000087.jpg
Found 100 objects.
Inference time:  2.271235704421997
Total number of people detected in seq_000087.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000086.jpg
Found 100 objects.
Inference time:  2.291529655456543
Total number of people detected in seq_000086.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000084.jpg
Found 100 objects.
Inference time:  2.115053653717041
Total number of people detected in seq_000084.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000083.jpg
Found 100 objects.
Inference time:  2.2350034713745117
Total number of people detected in seq_000083.jpg: 9
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000085.jpg
Found 100 objects.
Inference time:  2.223083019256592
Total number of people detected in seq_000085.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000073.jpg
Found 100 objects.
Inference time:  2.069401979446411
Total number of people detected in seq_000073.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000081.jpg
Found 100 objects.
Inference time:  2.1600382328033447
Total number of people detected in seq_000081.jpg: 10
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000078.jpg
Found 100 objects.
Inference time:  2.1267213821411133
Total number of people detected in seq_000078.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000072.jpg
Found 100 objects.
Inference time:  2.088465690612793
Total number of people detected in seq_000072.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000071.jpg
Found 100 objects.
Inference time:  2.2701523303985596
Total number of people detected in seq_000071.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000075.jpg
Found 100 objects.
Inference time:  2.204223871231079
Total number of people detected in seq_000075.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000101.jpg
Found 100 objects.
Inference time:  2.028026580810547
Total number of people detected in seq_000101.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000092.jpg
Found 100 objects.
Inference time:  2.2255282402038574
Total number of people detected in seq_000092.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000102.jpg
Found 100 objects.
Inference time:  2.1735947132110596
Total number of people detected in seq_000102.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000088.jpg
Found 100 objects.
Inference time:  2.2193856239318848
Total number of people detected in seq_000088.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000106.jpg
Found 100 objects.
Inference time:  2.267336130142212
Total number of people detected in seq_000106.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000105.jpg
Found 100 objects.
Inference time:  2.2443325519561768
Total number of people detected in seq_000105.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000098.jpg
Found 100 objects.
Inference time:  2.2186155319213867
Total number of people detected in seq_000098.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000094.jpg
Found 100 objects.
Inference time:  2.111168146133423
Total number of people detected in seq_000094.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000091.jpg
Found 100 objects.
Inference time:  2.1690280437469482
Total number of people detected in seq_000091.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000089.jpg
Found 100 objects.
Inference time:  2.212956428527832
Total number of people detected in seq_000089.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000107.jpg
Found 100 objects.
Inference time:  2.076465606689453
Total number of people detected in seq_000107.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000095.jpg
Found 100 objects.
Inference time:  2.18393611907959
Total number of people detected in seq_000095.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000097.jpg
Found 100 objects.
Inference time:  2.2498092651367188
Total number of people detected in seq_000097.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000096.jpg
Found 100 objects.
Inference time:  2.2126731872558594
Total number of people detected in seq_000096.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000093.jpg
Found 100 objects.
Inference time:  2.238352060317993
Total number of people detected in seq_000093.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000103.jpg
Found 100 objects.
Inference time:  2.233065128326416
Total number of people detected in seq_000103.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000099.jpg
Found 100 objects.
Inference time:  2.160989999771118
Total number of people detected in seq_000099.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000104.jpg
Found 100 objects.
Inference time:  2.0251400470733643
Total number of people detected in seq_000104.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000090.jpg
Found 100 objects.
Inference time:  2.2846922874450684
Total number of people detected in seq_000090.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000100.jpg
Found 100 objects.
Inference time:  2.1242029666900635
Total number of people detected in seq_000100.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000122.jpg
Found 100 objects.
Inference time:  2.2766687870025635
Total number of people detected in seq_000122.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000127.jpg
Found 100 objects.
Inference time:  2.2996087074279785
Total number of people detected in seq_000127.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000123.jpg
Found 100 objects.
Inference time:  2.0608227252960205
Total number of people detected in seq_000123.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000121.jpg
Found 100 objects.
Inference time:  2.169649124145508
Total number of people detected in seq_000121.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000110.jpg
Found 100 objects.
Inference time:  2.0534207820892334
Total number of people detected in seq_000110.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000109.jpg
Found 100 objects.
Inference time:  2.195826530456543
Total number of people detected in seq_000109.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000108.jpg
Found 100 objects.
Inference time:  2.2403066158294678
Total number of people detected in seq_000108.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000125.jpg
Found 100 objects.
Inference time:  2.1887574195861816
Total number of people detected in seq_000125.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000120.jpg
Found 100 objects.
Inference time:  2.182377815246582
Total number of people detected in seq_000120.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000113.jpg
Found 100 objects.
Inference time:  2.2056097984313965
Total number of people detected in seq_000113.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000128.jpg
Found 100 objects.
Inference time:  2.1113274097442627
Total number of people detected in seq_000128.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000115.jpg
Found 100 objects.
Inference time:  2.2049074172973633
Total number of people detected in seq_000115.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000111.jpg
Found 100 objects.
Inference time:  2.2428934574127197
Total number of people detected in seq_000111.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000117.jpg
Found 100 objects.
Inference time:  2.233752727508545
Total number of people detected in seq_000117.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000124.jpg
Found 100 objects.
Inference time:  2.244838237762451
Total number of people detected in seq_000124.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000112.jpg
Found 100 objects.
Inference time:  2.2485249042510986
Total number of people detected in seq_000112.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000118.jpg
Found 100 objects.
Inference time:  2.2008755207061768
Total number of people detected in seq_000118.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000116.jpg
Found 100 objects.
Inference time:  2.254373788833618
Total number of people detected in seq_000116.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000119.jpg
Found 100 objects.
Inference time:  2.1526222229003906
Total number of people detected in seq_000119.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000114.jpg
Found 100 objects.
Inference time:  2.2690329551696777
Total number of people detected in seq_000114.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000126.jpg
Found 100 objects.
Inference time:  2.12607479095459
Total number of people detected in seq_000126.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000131.jpg
Found 100 objects.
Inference time:  2.2999510765075684
Total number of people detected in seq_000131.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000147.jpg
Found 100 objects.
Inference time:  2.178316116333008
Total number of people detected in seq_000147.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000139.jpg
Found 100 objects.
Inference time:  2.18082594871521
Total number of people detected in seq_000139.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000159.jpg
Found 100 objects.
Inference time:  2.20271372795105
Total number of people detected in seq_000159.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000150.jpg
Found 100 objects.
Inference time:  2.170969247817993
Total number of people detected in seq_000150.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000156.jpg
Found 100 objects.
Inference time:  2.162870168685913
Total number of people detected in seq_000156.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000137.jpg
Found 100 objects.
Inference time:  2.1055426597595215
Total number of people detected in seq_000137.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000157.jpg
Found 100 objects.
Inference time:  2.2750840187072754
Total number of people detected in seq_000157.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000132.jpg
Found 100 objects.
Inference time:  2.042644500732422
Total number of people detected in seq_000132.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000138.jpg
Found 100 objects.
Inference time:  2.132631540298462
Total number of people detected in seq_000138.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000154.jpg
Found 100 objects.
Inference time:  2.101905584335327
Total number of people detected in seq_000154.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000133.jpg
Found 100 objects.
Inference time:  2.01521372795105
Total number of people detected in seq_000133.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000146.jpg
Found 100 objects.
Inference time:  2.155425548553467
Total number of people detected in seq_000146.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000130.jpg
Found 100 objects.
Inference time:  2.2264041900634766
Total number of people detected in seq_000130.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000140.jpg
Found 100 objects.
Inference time:  2.283390998840332
Total number of people detected in seq_000140.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000155.jpg
Found 100 objects.
Inference time:  2.253720760345459
Total number of people detected in seq_000155.jpg: 10
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000134.jpg
Found 100 objects.
Inference time:  2.093441963195801
Total number of people detected in seq_000134.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000129.jpg
Found 100 objects.
Inference time:  2.0108869075775146
Total number of people detected in seq_000129.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000158.jpg
Found 100 objects.
Inference time:  2.1604714393615723
Total number of people detected in seq_000158.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000148.jpg
Found 100 objects.
Inference time:  2.195810556411743
Total number of people detected in seq_000148.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000141.jpg
Found 100 objects.
Inference time:  2.2944912910461426
Total number of people detected in seq_000141.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000135.jpg
Found 100 objects.
Inference time:  2.0533335208892822
Total number of people detected in seq_000135.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000143.jpg
Found 100 objects.
Inference time:  2.1035683155059814
Total number of people detected in seq_000143.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000142.jpg
Found 100 objects.
Inference time:  2.2026777267456055
Total number of people detected in seq_000142.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000153.jpg
Found 100 objects.
Inference time:  2.2941133975982666
Total number of people detected in seq_000153.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000136.jpg
Found 100 objects.
Inference time:  2.1685314178466797
Total number of people detected in seq_000136.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000145.jpg
Found 100 objects.
Inference time:  2.253880023956299
Total number of people detected in seq_000145.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000144.jpg
Found 100 objects.
Inference time:  2.2488062381744385
Total number of people detected in seq_000144.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000151.jpg
Found 100 objects.
Inference time:  2.2785935401916504
Total number of people detected in seq_000151.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000149.jpg
Found 100 objects.
Inference time:  1.9814085960388184
Total number of people detected in seq_000149.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000152.jpg
Found 100 objects.
Inference time:  2.205526113510132
Total number of people detected in seq_000152.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000170.jpg
Found 100 objects.
Inference time:  2.116117000579834
Total number of people detected in seq_000170.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000161.jpg
Found 100 objects.
Inference time:  2.170541524887085
Total number of people detected in seq_000161.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000169.jpg
Found 100 objects.
Inference time:  2.167487382888794
Total number of people detected in seq_000169.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000173.jpg
Found 100 objects.
Inference time:  2.0080437660217285
Total number of people detected in seq_000173.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000162.jpg
Found 100 objects.
Inference time:  2.0681986808776855
Total number of people detected in seq_000162.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000163.jpg
Found 100 objects.
Inference time:  2.1642379760742188
Total number of people detected in seq_000163.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000174.jpg
Found 100 objects.
Inference time:  2.1982033252716064
Total number of people detected in seq_000174.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000179.jpg
Found 100 objects.
Inference time:  2.241973876953125
Total number of people detected in seq_000179.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000160.jpg
Found 100 objects.
Inference time:  2.1543850898742676
Total number of people detected in seq_000160.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000178.jpg
Found 100 objects.
Inference time:  2.2088894844055176
Total number of people detected in seq_000178.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000165.jpg
Found 100 objects.
Inference time:  2.2004830837249756
Total number of people detected in seq_000165.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000171.jpg
Found 100 objects.
Inference time:  2.100123167037964
Total number of people detected in seq_000171.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000168.jpg
Found 100 objects.
Inference time:  2.248615264892578
Total number of people detected in seq_000168.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000180.jpg
Found 100 objects.
Inference time:  2.2682931423187256
Total number of people detected in seq_000180.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000172.jpg
Found 100 objects.
Inference time:  2.1636672019958496
Total number of people detected in seq_000172.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000176.jpg
Found 100 objects.
Inference time:  1.9936540126800537
Total number of people detected in seq_000176.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000166.jpg
Found 100 objects.
Inference time:  2.164794683456421
Total number of people detected in seq_000166.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000167.jpg
Found 100 objects.
Inference time:  2.225285530090332
Total number of people detected in seq_000167.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000177.jpg
Found 100 objects.
Inference time:  2.149942636489868
Total number of people detected in seq_000177.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000164.jpg
Found 100 objects.
Inference time:  2.1906232833862305
Total number of people detected in seq_000164.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000175.jpg
Found 100 objects.
Inference time:  2.2071096897125244
Total number of people detected in seq_000175.jpg: 10
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000193.jpg
Found 100 objects.
Inference time:  2.0492475032806396
Total number of people detected in seq_000193.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000201.jpg
Found 100 objects.
Inference time:  2.0795772075653076
Total number of people detected in seq_000201.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000185.jpg
Found 100 objects.
Inference time:  2.135237216949463
Total number of people detected in seq_000185.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000204.jpg
Found 100 objects.
Inference time:  2.1915194988250732
Total number of people detected in seq_000204.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000194.jpg
Found 100 objects.
Inference time:  2.3101699352264404
Total number of people detected in seq_000194.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000182.jpg
Found 100 objects.
Inference time:  2.1043503284454346
Total number of people detected in seq_000182.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000200.jpg
Found 100 objects.
Inference time:  2.2427914142608643
Total number of people detected in seq_000200.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000192.jpg
Found 100 objects.
Inference time:  2.0996954441070557
Total number of people detected in seq_000192.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000181.jpg
Found 100 objects.
Inference time:  2.252655267715454
Total number of people detected in seq_000181.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000202.jpg
Found 100 objects.
Inference time:  2.166806221008301
Total number of people detected in seq_000202.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000198.jpg
Found 100 objects.
Inference time:  2.2565174102783203
Total number of people detected in seq_000198.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000183.jpg
Found 100 objects.
Inference time:  2.2026290893554688
Total number of people detected in seq_000183.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000195.jpg
Found 100 objects.
Inference time:  2.2629363536834717
Total number of people detected in seq_000195.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000199.jpg
Found 100 objects.
Inference time:  2.240311861038208
Total number of people detected in seq_000199.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000188.jpg
Found 100 objects.
Inference time:  2.263701915740967
Total number of people detected in seq_000188.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000197.jpg
Found 100 objects.
Inference time:  2.0694475173950195
Total number of people detected in seq_000197.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000191.jpg
Found 100 objects.
Inference time:  2.2703139781951904
Total number of people detected in seq_000191.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000186.jpg
Found 100 objects.
Inference time:  2.223818063735962
Total number of people detected in seq_000186.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000203.jpg
Found 100 objects.
Inference time:  2.2761950492858887
Total number of people detected in seq_000203.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000187.jpg
Found 100 objects.
Inference time:  2.1723523139953613
Total number of people detected in seq_000187.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000184.jpg
Found 100 objects.
Inference time:  2.1751248836517334
Total number of people detected in seq_000184.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000189.jpg
Found 100 objects.
Inference time:  2.2292230129241943
Total number of people detected in seq_000189.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000190.jpg
Found 100 objects.
Inference time:  2.1128122806549072
Total number of people detected in seq_000190.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000196.jpg
Found 100 objects.
Inference time:  2.1964526176452637
Total number of people detected in seq_000196.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000219.jpg
Found 100 objects.
Inference time:  2.2111799716949463
Total number of people detected in seq_000219.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000221.jpg
Found 100 objects.
Inference time:  2.1168620586395264
Total number of people detected in seq_000221.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000212.jpg
Found 100 objects.
Inference time:  2.1751065254211426
Total number of people detected in seq_000212.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000224.jpg
Found 100 objects.
Inference time:  2.1802408695220947
Total number of people detected in seq_000224.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000222.jpg
Found 100 objects.
Inference time:  2.2466909885406494
Total number of people detected in seq_000222.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000218.jpg
Found 100 objects.
Inference time:  2.258791446685791
Total number of people detected in seq_000218.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000227.jpg
Found 100 objects.
Inference time:  2.1727139949798584
Total number of people detected in seq_000227.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000205.jpg
Found 100 objects.
Inference time:  2.2769906520843506
Total number of people detected in seq_000205.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000211.jpg
Found 100 objects.
Inference time:  2.099881649017334
Total number of people detected in seq_000211.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000215.jpg
Found 100 objects.
Inference time:  2.239821195602417
Total number of people detected in seq_000215.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000223.jpg
Found 100 objects.
Inference time:  2.1968822479248047
Total number of people detected in seq_000223.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000213.jpg
Found 100 objects.
Inference time:  2.2744715213775635
Total number of people detected in seq_000213.jpg: 10
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000226.jpg
Found 100 objects.
Inference time:  2.1513211727142334
Total number of people detected in seq_000226.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000214.jpg
Found 100 objects.
Inference time:  2.262320041656494
Total number of people detected in seq_000214.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000216.jpg
Found 100 objects.
Inference time:  2.323911428451538
Total number of people detected in seq_000216.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000207.jpg
Found 100 objects.
Inference time:  2.230498790740967
Total number of people detected in seq_000207.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000225.jpg
Found 100 objects.
Inference time:  2.1410462856292725
Total number of people detected in seq_000225.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000217.jpg
Found 100 objects.
Inference time:  2.216614007949829
Total number of people detected in seq_000217.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000208.jpg
Found 100 objects.
Inference time:  2.2553632259368896
Total number of people detected in seq_000208.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000210.jpg
Found 100 objects.
Inference time:  2.2651407718658447
Total number of people detected in seq_000210.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000220.jpg
Found 100 objects.
Inference time:  2.191709041595459
Total number of people detected in seq_000220.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000206.jpg
Found 100 objects.
Inference time:  2.1471352577209473
Total number of people detected in seq_000206.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000209.jpg
Found 100 objects.
Inference time:  2.32749342918396
Total number of people detected in seq_000209.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000244.jpg
Found 100 objects.
Inference time:  2.224170684814453
Total number of people detected in seq_000244.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000238.jpg
Found 100 objects.
Inference time:  2.18756365776062
Total number of people detected in seq_000238.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000229.jpg
Found 100 objects.
Inference time:  2.163353681564331
Total number of people detected in seq_000229.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000248.jpg
Found 100 objects.
Inference time:  2.25384259223938
Total number of people detected in seq_000248.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000241.jpg
Found 100 objects.
Inference time:  2.204470157623291
Total number of people detected in seq_000241.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000228.jpg
Found 100 objects.
Inference time:  2.211045265197754
Total number of people detected in seq_000228.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000236.jpg
Found 100 objects.
Inference time:  2.287595510482788
Total number of people detected in seq_000236.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000237.jpg
Found 100 objects.
Inference time:  2.027411699295044
Total number of people detected in seq_000237.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000242.jpg
Found 100 objects.
Inference time:  2.133639335632324
Total number of people detected in seq_000242.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000247.jpg
Found 100 objects.
Inference time:  2.2086710929870605
Total number of people detected in seq_000247.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000232.jpg
Found 100 objects.
Inference time:  2.30379319190979
Total number of people detected in seq_000232.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000233.jpg
Found 100 objects.
Inference time:  2.232489824295044
Total number of people detected in seq_000233.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000243.jpg
Found 100 objects.
Inference time:  2.351140260696411
Total number of people detected in seq_000243.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000239.jpg
Found 100 objects.
Inference time:  2.296363115310669
Total number of people detected in seq_000239.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000235.jpg
Found 100 objects.
Inference time:  2.2639710903167725
Total number of people detected in seq_000235.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000246.jpg
Found 100 objects.
Inference time:  2.284151554107666
Total number of people detected in seq_000246.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000231.jpg
Found 100 objects.
Inference time:  2.3158905506134033
Total number of people detected in seq_000231.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000230.jpg
Found 100 objects.
Inference time:  2.2368555068969727
Total number of people detected in seq_000230.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000245.jpg
Found 100 objects.
Inference time:  2.175414800643921
Total number of people detected in seq_000245.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000234.jpg
Found 100 objects.
Inference time:  2.2188541889190674
Total number of people detected in seq_000234.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000240.jpg
Found 100 objects.
Inference time:  2.061591386795044
Total number of people detected in seq_000240.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000249.jpg
Found 100 objects.
Inference time:  2.173597812652588
Total number of people detected in seq_000249.jpg: 10
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000264.jpg
Found 100 objects.
Inference time:  2.081141471862793
Total number of people detected in seq_000264.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000272.jpg
Found 100 objects.
Inference time:  2.2044689655303955
Total number of people detected in seq_000272.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000251.jpg
Found 100 objects.
Inference time:  2.2324087619781494
Total number of people detected in seq_000251.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000273.jpg
Found 100 objects.
Inference time:  2.1982336044311523
Total number of people detected in seq_000273.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000271.jpg
Found 100 objects.
Inference time:  2.217578172683716
Total number of people detected in seq_000271.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000252.jpg
Found 100 objects.
Inference time:  2.2214457988739014
Total number of people detected in seq_000252.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000257.jpg
Found 100 objects.
Inference time:  2.3115177154541016
Total number of people detected in seq_000257.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000261.jpg
Found 100 objects.
Inference time:  2.3118159770965576
Total number of people detected in seq_000261.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000254.jpg
Found 100 objects.
Inference time:  2.0616750717163086
Total number of people detected in seq_000254.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000267.jpg
Found 100 objects.
Inference time:  2.2115166187286377
Total number of people detected in seq_000267.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000259.jpg
Found 100 objects.
Inference time:  2.2210981845855713
Total number of people detected in seq_000259.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000265.jpg
Found 100 objects.
Inference time:  2.2393345832824707
Total number of people detected in seq_000265.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000266.jpg
Found 100 objects.
Inference time:  2.3543431758880615
Total number of people detected in seq_000266.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000253.jpg
Found 100 objects.
Inference time:  2.1398844718933105
Total number of people detected in seq_000253.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000258.jpg
Found 100 objects.
Inference time:  2.2014286518096924
Total number of people detected in seq_000258.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000263.jpg
Found 100 objects.
Inference time:  2.1050028800964355
Total number of people detected in seq_000263.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000268.jpg
Found 100 objects.
Inference time:  2.1413204669952393
Total number of people detected in seq_000268.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000256.jpg
Found 100 objects.
Inference time:  2.18880295753479
Total number of people detected in seq_000256.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000270.jpg
Found 100 objects.
Inference time:  2.2091879844665527
Total number of people detected in seq_000270.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000269.jpg
Found 100 objects.
Inference time:  2.2343924045562744
Total number of people detected in seq_000269.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000255.jpg
Found 100 objects.
Inference time:  2.254927158355713
Total number of people detected in seq_000255.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000260.jpg
Found 100 objects.
Inference time:  2.241833209991455
Total number of people detected in seq_000260.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000262.jpg
Found 100 objects.
Inference time:  2.1267266273498535
Total number of people detected in seq_000262.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000250.jpg
Found 100 objects.
Inference time:  2.1762888431549072
Total number of people detected in seq_000250.jpg: 9
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000275.jpg
Found 100 objects.
Inference time:  2.231826066970825
Total number of people detected in seq_000275.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000288.jpg
Found 100 objects.
Inference time:  2.2597270011901855
Total number of people detected in seq_000288.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000283.jpg
Found 100 objects.
Inference time:  2.3455052375793457
Total number of people detected in seq_000283.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000277.jpg
Found 100 objects.
Inference time:  2.3062562942504883
Total number of people detected in seq_000277.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000282.jpg
Found 100 objects.
Inference time:  2.164562225341797
Total number of people detected in seq_000282.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000284.jpg
Found 100 objects.
Inference time:  2.208416700363159
Total number of people detected in seq_000284.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000289.jpg
Found 100 objects.
Inference time:  2.1921441555023193
Total number of people detected in seq_000289.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000276.jpg
Found 100 objects.
Inference time:  2.2833504676818848
Total number of people detected in seq_000276.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000290.jpg
Found 100 objects.
Inference time:  2.311167001724243
Total number of people detected in seq_000290.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000285.jpg
Found 100 objects.
Inference time:  2.186065673828125
Total number of people detected in seq_000285.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000281.jpg
Found 100 objects.
Inference time:  2.10138201713562
Total number of people detected in seq_000281.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000287.jpg
Found 100 objects.
Inference time:  2.305013656616211
Total number of people detected in seq_000287.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000292.jpg
Found 100 objects.
Inference time:  2.1572656631469727
Total number of people detected in seq_000292.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000291.jpg
Found 100 objects.
Inference time:  2.344271659851074
Total number of people detected in seq_000291.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000295.jpg
Found 100 objects.
Inference time:  2.2374165058135986
Total number of people detected in seq_000295.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000278.jpg
Found 100 objects.
Inference time:  2.2856290340423584
Total number of people detected in seq_000278.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000280.jpg
Found 100 objects.
Inference time:  2.24235200881958
Total number of people detected in seq_000280.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000293.jpg
Found 100 objects.
Inference time:  2.2294678688049316
Total number of people detected in seq_000293.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000274.jpg
Found 100 objects.
Inference time:  2.090423107147217
Total number of people detected in seq_000274.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000294.jpg
Found 100 objects.
Inference time:  2.189746856689453
Total number of people detected in seq_000294.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000279.jpg
Found 100 objects.
Inference time:  2.071258783340454
Total number of people detected in seq_000279.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000286.jpg
Found 100 objects.
Inference time:  2.2283859252929688
Total number of people detected in seq_000286.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000315.jpg
Found 100 objects.
Inference time:  2.2139413356781006
Total number of people detected in seq_000315.jpg: 8
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000310.jpg
Found 100 objects.
Inference time:  2.1460561752319336
Total number of people detected in seq_000310.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000298.jpg
Found 100 objects.
Inference time:  2.0336737632751465
Total number of people detected in seq_000298.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000314.jpg
Found 100 objects.
Inference time:  2.2907514572143555
Total number of people detected in seq_000314.jpg: 10
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000301.jpg
Found 100 objects.
Inference time:  2.21463680267334
Total number of people detected in seq_000301.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000317.jpg
Found 100 objects.
Inference time:  2.1177420616149902
Total number of people detected in seq_000317.jpg: 7
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000311.jpg
Found 100 objects.
Inference time:  2.1477227210998535
Total number of people detected in seq_000311.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000296.jpg
Found 100 objects.
Inference time:  2.2310197353363037
Total number of people detected in seq_000296.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000316.jpg
Found 100 objects.
Inference time:  2.115448474884033
Total number of people detected in seq_000316.jpg: 8
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000309.jpg
Found 100 objects.
Inference time:  2.232308864593506
Total number of people detected in seq_000309.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000313.jpg
Found 100 objects.
Inference time:  2.1731083393096924
Total number of people detected in seq_000313.jpg: 10
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000304.jpg
Found 100 objects.
Inference time:  2.1820669174194336
Total number of people detected in seq_000304.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000307.jpg
Found 100 objects.
Inference time:  2.01554012298584
Total number of people detected in seq_000307.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000300.jpg
Found 100 objects.
Inference time:  2.3794572353363037
Total number of people detected in seq_000300.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000297.jpg
Found 100 objects.
Inference time:  2.21403169631958
Total number of people detected in seq_000297.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000306.jpg
Found 100 objects.
Inference time:  2.3281352519989014
Total number of people detected in seq_000306.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000299.jpg
Found 100 objects.
Inference time:  2.25468373298645
Total number of people detected in seq_000299.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000312.jpg
Found 100 objects.
Inference time:  2.188847303390503
Total number of people detected in seq_000312.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000308.jpg
Found 100 objects.
Inference time:  2.205833911895752
Total number of people detected in seq_000308.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000303.jpg
Found 100 objects.
Inference time:  2.1699273586273193
Total number of people detected in seq_000303.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000302.jpg
Found 100 objects.
Inference time:  2.1871163845062256
Total number of people detected in seq_000302.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000305.jpg
Found 100 objects.
Inference time:  2.260601282119751
Total number of people detected in seq_000305.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000339.jpg
Found 100 objects.
Inference time:  2.1859323978424072
Total number of people detected in seq_000339.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000331.jpg
Found 100 objects.
Inference time:  2.258769989013672
Total number of people detected in seq_000331.jpg: 9
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000328.jpg
Found 100 objects.
Inference time:  2.0591015815734863
Total number of people detected in seq_000328.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000337.jpg
Found 100 objects.
Inference time:  2.157371759414673
Total number of people detected in seq_000337.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000334.jpg
Found 100 objects.
Inference time:  2.22360897064209
Total number of people detected in seq_000334.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000330.jpg
Found 100 objects.
Inference time:  2.266800880432129
Total number of people detected in seq_000330.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000332.jpg
Found 100 objects.
Inference time:  2.2991366386413574
Total number of people detected in seq_000332.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000321.jpg
Found 100 objects.
Inference time:  2.0715436935424805
Total number of people detected in seq_000321.jpg: 9
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000318.jpg
Found 100 objects.
Inference time:  2.2208621501922607
Total number of people detected in seq_000318.jpg: 6
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000335.jpg
Found 100 objects.
Inference time:  2.3467583656311035
Total number of people detected in seq_000335.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000333.jpg
Found 100 objects.
Inference time:  2.279181957244873
Total number of people detected in seq_000333.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000336.jpg
Found 100 objects.
Inference time:  2.2661166191101074
Total number of people detected in seq_000336.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000319.jpg
Found 100 objects.
Inference time:  2.17879581451416
Total number of people detected in seq_000319.jpg: 10
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000320.jpg
Found 100 objects.
Inference time:  2.2101426124572754
Total number of people detected in seq_000320.jpg: 8
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000327.jpg
Found 100 objects.
Inference time:  2.2231786251068115
Total number of people detected in seq_000327.jpg: 8
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000338.jpg
Found 100 objects.
Inference time:  2.1199350357055664
Total number of people detected in seq_000338.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000329.jpg
Found 100 objects.
Inference time:  2.0809991359710693
Total number of people detected in seq_000329.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000322.jpg
Found 100 objects.
Inference time:  2.2403717041015625
Total number of people detected in seq_000322.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000325.jpg
Found 100 objects.
Inference time:  2.1129367351531982
Total number of people detected in seq_000325.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000324.jpg
Found 100 objects.
Inference time:  2.1977248191833496
Total number of people detected in seq_000324.jpg: 9
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000326.jpg
Found 100 objects.
Inference time:  2.1563007831573486
Total number of people detected in seq_000326.jpg: 9
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000323.jpg
Found 100 objects.
Inference time:  2.1412789821624756
Total number of people detected in seq_000323.jpg: 11
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000351.jpg
Found 100 objects.
Inference time:  2.3066844940185547
Total number of people detected in seq_000351.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000362.jpg
Found 100 objects.
Inference time:  2.277763605117798
Total number of people detected in seq_000362.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000349.jpg
Found 100 objects.
Inference time:  2.281371593475342
Total number of people detected in seq_000349.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000355.jpg
Found 100 objects.
Inference time:  2.151244640350342
Total number of people detected in seq_000355.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000354.jpg
Found 100 objects.
Inference time:  2.1428897380828857
Total number of people detected in seq_000354.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000344.jpg
Found 100 objects.
Inference time:  2.2229788303375244
Total number of people detected in seq_000344.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000341.jpg
Found 100 objects.
Inference time:  2.1050779819488525
Total number of people detected in seq_000341.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000360.jpg
Found 100 objects.
Inference time:  2.2371504306793213
Total number of people detected in seq_000360.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000359.jpg
Found 100 objects.
Inference time:  2.181817054748535
Total number of people detected in seq_000359.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000342.jpg
Found 100 objects.
Inference time:  2.0904788970947266
Total number of people detected in seq_000342.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000347.jpg
Found 100 objects.
Inference time:  2.227708578109741
Total number of people detected in seq_000347.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000356.jpg
Found 100 objects.
Inference time:  2.0655734539031982
Total number of people detected in seq_000356.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000350.jpg
Found 100 objects.
Inference time:  2.148135185241699
Total number of people detected in seq_000350.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000343.jpg
Found 100 objects.
Inference time:  2.300175666809082
Total number of people detected in seq_000343.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000358.jpg
Found 100 objects.
Inference time:  2.2279558181762695
Total number of people detected in seq_000358.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000345.jpg
Found 100 objects.
Inference time:  2.1593620777130127
Total number of people detected in seq_000345.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000348.jpg
Found 100 objects.
Inference time:  1.9648029804229736
Total number of people detected in seq_000348.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000353.jpg
Found 100 objects.
Inference time:  2.2521121501922607
Total number of people detected in seq_000353.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000357.jpg
Found 100 objects.
Inference time:  2.1514837741851807
Total number of people detected in seq_000357.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000352.jpg
Found 100 objects.
Inference time:  2.2823617458343506
Total number of people detected in seq_000352.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000346.jpg
Found 100 objects.
Inference time:  2.088024139404297
Total number of people detected in seq_000346.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000340.jpg
Found 100 objects.
Inference time:  2.2116281986236572
Total number of people detected in seq_000340.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000361.jpg
Found 100 objects.
Inference time:  2.3185575008392334
Total number of people detected in seq_000361.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000369.jpg
Found 100 objects.
Inference time:  2.176921844482422
Total number of people detected in seq_000369.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000368.jpg
Found 100 objects.
Inference time:  2.356715202331543
Total number of people detected in seq_000368.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000366.jpg
Found 100 objects.
Inference time:  2.210174560546875
Total number of people detected in seq_000366.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000371.jpg
Found 100 objects.
Inference time:  2.2107906341552734
Total number of people detected in seq_000371.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000364.jpg
Found 100 objects.
Inference time:  2.221599817276001
Total number of people detected in seq_000364.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000363.jpg
Found 100 objects.
Inference time:  2.1471495628356934
Total number of people detected in seq_000363.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000377.jpg
Found 100 objects.
Inference time:  2.109130382537842
Total number of people detected in seq_000377.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000379.jpg
Found 100 objects.
Inference time:  2.159796714782715
Total number of people detected in seq_000379.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000370.jpg
Found 100 objects.
Inference time:  2.129403829574585
Total number of people detected in seq_000370.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000374.jpg
Found 100 objects.
Inference time:  2.2174806594848633
Total number of people detected in seq_000374.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000372.jpg
Found 100 objects.
Inference time:  2.142524242401123
Total number of people detected in seq_000372.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000365.jpg
Found 100 objects.
Inference time:  2.2178337574005127
Total number of people detected in seq_000365.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000375.jpg
Found 100 objects.
Inference time:  2.0149455070495605
Total number of people detected in seq_000375.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000383.jpg
Found 100 objects.
Inference time:  2.203186511993408
Total number of people detected in seq_000383.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000376.jpg
Found 100 objects.
Inference time:  2.16094708442688
Total number of people detected in seq_000376.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000378.jpg
Found 100 objects.
Inference time:  2.315129041671753
Total number of people detected in seq_000378.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000367.jpg
Found 100 objects.
Inference time:  2.2265961170196533
Total number of people detected in seq_000367.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000380.jpg
Found 100 objects.
Inference time:  2.2806143760681152
Total number of people detected in seq_000380.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000382.jpg
Found 100 objects.
Inference time:  2.18208909034729
Total number of people detected in seq_000382.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000384.jpg
Found 100 objects.
Inference time:  2.3072662353515625
Total number of people detected in seq_000384.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000381.jpg
Found 100 objects.
Inference time:  2.1901180744171143
Total number of people detected in seq_000381.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000373.jpg
Found 100 objects.
Inference time:  2.167198419570923
Total number of people detected in seq_000373.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000388.jpg
Found 100 objects.
Inference time:  2.2158432006835938
Total number of people detected in seq_000388.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000394.jpg
Found 100 objects.
Inference time:  2.2587509155273438
Total number of people detected in seq_000394.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000401.jpg
Found 100 objects.
Inference time:  2.209826707839966
Total number of people detected in seq_000401.jpg: 27
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000392.jpg
Found 100 objects.
Inference time:  2.0746748447418213
Total number of people detected in seq_000392.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000399.jpg
Found 100 objects.
Inference time:  2.230290651321411
Total number of people detected in seq_000399.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000406.jpg
Found 100 objects.
Inference time:  2.2049782276153564
Total number of people detected in seq_000406.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000402.jpg
Found 100 objects.
Inference time:  2.2446563243865967
Total number of people detected in seq_000402.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000403.jpg
Found 100 objects.
Inference time:  2.1577446460723877
Total number of people detected in seq_000403.jpg: 28
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000400.jpg
Found 100 objects.
Inference time:  2.344116449356079
Total number of people detected in seq_000400.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000389.jpg
Found 100 objects.
Inference time:  2.240586757659912
Total number of people detected in seq_000389.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000405.jpg
Found 100 objects.
Inference time:  2.2054240703582764
Total number of people detected in seq_000405.jpg: 27
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000393.jpg
Found 100 objects.
Inference time:  2.22949481010437
Total number of people detected in seq_000393.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000397.jpg
Found 100 objects.
Inference time:  2.071380376815796
Total number of people detected in seq_000397.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000398.jpg
Found 100 objects.
Inference time:  2.2731990814208984
Total number of people detected in seq_000398.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000385.jpg
Found 100 objects.
Inference time:  2.3416576385498047
Total number of people detected in seq_000385.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000387.jpg
Found 100 objects.
Inference time:  2.3526856899261475
Total number of people detected in seq_000387.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000386.jpg
Found 100 objects.
Inference time:  2.26177978515625
Total number of people detected in seq_000386.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000391.jpg
Found 100 objects.
Inference time:  2.2756993770599365
Total number of people detected in seq_000391.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000390.jpg
Found 100 objects.
Inference time:  2.3491263389587402
Total number of people detected in seq_000390.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000404.jpg
Found 100 objects.
Inference time:  2.1636011600494385
Total number of people detected in seq_000404.jpg: 28
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000395.jpg
Found 100 objects.
Inference time:  2.2759251594543457
Total number of people detected in seq_000395.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000396.jpg
Found 100 objects.
Inference time:  2.1657488346099854
Total number of people detected in seq_000396.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000414.jpg
Found 100 objects.
Inference time:  2.068835496902466
Total number of people detected in seq_000414.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000411.jpg
Found 100 objects.
Inference time:  2.2321970462799072
Total number of people detected in seq_000411.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000422.jpg
Found 100 objects.
Inference time:  2.1801717281341553
Total number of people detected in seq_000422.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000416.jpg
Found 100 objects.
Inference time:  2.2272815704345703
Total number of people detected in seq_000416.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000407.jpg
Found 100 objects.
Inference time:  2.257190227508545
Total number of people detected in seq_000407.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000423.jpg
Found 100 objects.
Inference time:  2.2514190673828125
Total number of people detected in seq_000423.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000425.jpg
Found 100 objects.
Inference time:  2.4320924282073975
Total number of people detected in seq_000425.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000420.jpg
Found 100 objects.
Inference time:  2.228839635848999
Total number of people detected in seq_000420.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000408.jpg
Found 100 objects.
Inference time:  2.3055989742279053
Total number of people detected in seq_000408.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000424.jpg
Found 100 objects.
Inference time:  2.173140287399292
Total number of people detected in seq_000424.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000413.jpg
Found 100 objects.
Inference time:  2.2177674770355225
Total number of people detected in seq_000413.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000419.jpg
Found 100 objects.
Inference time:  2.131990671157837
Total number of people detected in seq_000419.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000412.jpg
Found 100 objects.
Inference time:  2.0498878955841064
Total number of people detected in seq_000412.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000421.jpg
Found 100 objects.
Inference time:  2.298327684402466
Total number of people detected in seq_000421.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000415.jpg
Found 100 objects.
Inference time:  2.2441298961639404
Total number of people detected in seq_000415.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000417.jpg
Found 100 objects.
Inference time:  2.1873486042022705
Total number of people detected in seq_000417.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000409.jpg
Found 100 objects.
Inference time:  2.268834114074707
Total number of people detected in seq_000409.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000410.jpg
Found 100 objects.
Inference time:  2.2007110118865967
Total number of people detected in seq_000410.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000418.jpg
Found 100 objects.
Inference time:  2.303187370300293
Total number of people detected in seq_000418.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000431.jpg
Found 100 objects.
Inference time:  2.2287418842315674
Total number of people detected in seq_000431.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000434.jpg
Found 100 objects.
Inference time:  2.2589051723480225
Total number of people detected in seq_000434.jpg: 28
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000429.jpg
Found 100 objects.
Inference time:  2.21390700340271
Total number of people detected in seq_000429.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000446.jpg
Found 100 objects.
Inference time:  2.070805072784424
Total number of people detected in seq_000446.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000448.jpg
Found 100 objects.
Inference time:  2.346550226211548
Total number of people detected in seq_000448.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000445.jpg
Found 100 objects.
Inference time:  2.2354907989501953
Total number of people detected in seq_000445.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000432.jpg
Found 100 objects.
Inference time:  2.2261624336242676
Total number of people detected in seq_000432.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000428.jpg
Found 100 objects.
Inference time:  2.152553081512451
Total number of people detected in seq_000428.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000433.jpg
Found 100 objects.
Inference time:  2.203272819519043
Total number of people detected in seq_000433.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000438.jpg
Found 100 objects.
Inference time:  2.341840982437134
Total number of people detected in seq_000438.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000427.jpg
Found 100 objects.
Inference time:  2.3141543865203857
Total number of people detected in seq_000427.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000441.jpg
Found 100 objects.
Inference time:  2.4136338233947754
Total number of people detected in seq_000441.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000443.jpg
Found 100 objects.
Inference time:  2.280478000640869
Total number of people detected in seq_000443.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000442.jpg
Found 100 objects.
Inference time:  2.0052595138549805
Total number of people detected in seq_000442.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000447.jpg
Found 100 objects.
Inference time:  2.3000741004943848
Total number of people detected in seq_000447.jpg: 27
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000435.jpg
Found 100 objects.
Inference time:  2.231773853302002
Total number of people detected in seq_000435.jpg: 29
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000430.jpg
Found 100 objects.
Inference time:  2.28045654296875
Total number of people detected in seq_000430.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000426.jpg
Found 100 objects.
Inference time:  2.2009589672088623
Total number of people detected in seq_000426.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000444.jpg
Found 100 objects.
Inference time:  2.1977856159210205
Total number of people detected in seq_000444.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000437.jpg
Found 100 objects.
Inference time:  2.183746814727783
Total number of people detected in seq_000437.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000439.jpg
Found 100 objects.
Inference time:  2.090216875076294
Total number of people detected in seq_000439.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000436.jpg
Found 100 objects.
Inference time:  2.306114673614502
Total number of people detected in seq_000436.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000440.jpg
Found 100 objects.
Inference time:  2.2255520820617676
Total number of people detected in seq_000440.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000467.jpg
Found 100 objects.
Inference time:  2.235222101211548
Total number of people detected in seq_000467.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000449.jpg
Found 100 objects.
Inference time:  2.2641613483428955
Total number of people detected in seq_000449.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000463.jpg
Found 100 objects.
Inference time:  2.136775493621826
Total number of people detected in seq_000463.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000468.jpg
Found 100 objects.
Inference time:  2.179415702819824
Total number of people detected in seq_000468.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000464.jpg
Found 100 objects.
Inference time:  2.19063663482666
Total number of people detected in seq_000464.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000458.jpg
Found 100 objects.
Inference time:  2.258328676223755
Total number of people detected in seq_000458.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000453.jpg
Found 100 objects.
Inference time:  2.216529369354248
Total number of people detected in seq_000453.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000457.jpg
Found 100 objects.
Inference time:  2.2250094413757324
Total number of people detected in seq_000457.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000466.jpg
Found 100 objects.
Inference time:  2.307434320449829
Total number of people detected in seq_000466.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000459.jpg
Found 100 objects.
Inference time:  2.0565621852874756
Total number of people detected in seq_000459.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000451.jpg
Found 100 objects.
Inference time:  2.2053604125976562
Total number of people detected in seq_000451.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000460.jpg
Found 100 objects.
Inference time:  2.0227696895599365
Total number of people detected in seq_000460.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000456.jpg
Found 100 objects.
Inference time:  2.3319361209869385
Total number of people detected in seq_000456.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000450.jpg
Found 100 objects.
Inference time:  2.192439079284668
Total number of people detected in seq_000450.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000465.jpg
Found 100 objects.
Inference time:  2.293944835662842
Total number of people detected in seq_000465.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000462.jpg
Found 100 objects.
Inference time:  1.9817254543304443
Total number of people detected in seq_000462.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000461.jpg
Found 100 objects.
Inference time:  2.2855875492095947
Total number of people detected in seq_000461.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000470.jpg
Found 100 objects.
Inference time:  2.1768336296081543
Total number of people detected in seq_000470.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000454.jpg
Found 100 objects.
Inference time:  2.2448081970214844
Total number of people detected in seq_000454.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000452.jpg
Found 100 objects.
Inference time:  2.1982922554016113
Total number of people detected in seq_000452.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000469.jpg
Found 100 objects.
Inference time:  2.140369176864624
Total number of people detected in seq_000469.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000455.jpg
Found 100 objects.
Inference time:  2.311574935913086
Total number of people detected in seq_000455.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000477.jpg
Found 100 objects.
Inference time:  2.3492069244384766
Total number of people detected in seq_000477.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000474.jpg
Found 100 objects.
Inference time:  2.08255934715271
Total number of people detected in seq_000474.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000475.jpg
Found 100 objects.
Inference time:  2.235687017440796
Total number of people detected in seq_000475.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000482.jpg
Found 100 objects.
Inference time:  2.226787805557251
Total number of people detected in seq_000482.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000490.jpg
Found 100 objects.
Inference time:  2.114795207977295
Total number of people detected in seq_000490.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000472.jpg
Found 100 objects.
Inference time:  2.232062816619873
Total number of people detected in seq_000472.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000478.jpg
Found 100 objects.
Inference time:  2.1613259315490723
Total number of people detected in seq_000478.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000485.jpg
Found 100 objects.
Inference time:  2.1915035247802734
Total number of people detected in seq_000485.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000492.jpg
Found 100 objects.
Inference time:  2.251128911972046
Total number of people detected in seq_000492.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000487.jpg
Found 100 objects.
Inference time:  2.167166233062744
Total number of people detected in seq_000487.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000476.jpg
Found 100 objects.
Inference time:  2.2827987670898438
Total number of people detected in seq_000476.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000486.jpg
Found 100 objects.
Inference time:  2.2428364753723145
Total number of people detected in seq_000486.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000483.jpg
Found 100 objects.
Inference time:  2.3243260383605957
Total number of people detected in seq_000483.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000484.jpg
Found 100 objects.
Inference time:  2.1603782176971436
Total number of people detected in seq_000484.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000489.jpg
Found 100 objects.
Inference time:  2.1646430492401123
Total number of people detected in seq_000489.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000491.jpg
Found 100 objects.
Inference time:  2.1975879669189453
Total number of people detected in seq_000491.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000481.jpg
Found 100 objects.
Inference time:  2.3140275478363037
Total number of people detected in seq_000481.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000488.jpg
Found 100 objects.
Inference time:  2.2672040462493896
Total number of people detected in seq_000488.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000479.jpg
Found 100 objects.
Inference time:  2.079200029373169
Total number of people detected in seq_000479.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000471.jpg
Found 100 objects.
Inference time:  2.229865312576294
Total number of people detected in seq_000471.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000480.jpg
Found 100 objects.
Inference time:  2.2468841075897217
Total number of people detected in seq_000480.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000473.jpg
Found 100 objects.
Inference time:  2.29258394241333
Total number of people detected in seq_000473.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000511.jpg
Found 100 objects.
Inference time:  2.1391522884368896
Total number of people detected in seq_000511.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000502.jpg
Found 100 objects.
Inference time:  2.245969772338867
Total number of people detected in seq_000502.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000507.jpg
Found 100 objects.
Inference time:  2.1831772327423096
Total number of people detected in seq_000507.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000503.jpg
Found 100 objects.
Inference time:  2.087207317352295
Total number of people detected in seq_000503.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000508.jpg
Found 100 objects.
Inference time:  2.135180950164795
Total number of people detected in seq_000508.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000505.jpg
Found 100 objects.
Inference time:  2.173259735107422
Total number of people detected in seq_000505.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000513.jpg
Found 100 objects.
Inference time:  2.192166805267334
Total number of people detected in seq_000513.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000514.jpg
Found 100 objects.
Inference time:  2.151271343231201
Total number of people detected in seq_000514.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000495.jpg
Found 100 objects.
Inference time:  2.1542809009552
Total number of people detected in seq_000495.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000516.jpg
Found 100 objects.
Inference time:  2.232473611831665
Total number of people detected in seq_000516.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000512.jpg
Found 100 objects.
Inference time:  2.261286973953247
Total number of people detected in seq_000512.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000504.jpg
Found 100 objects.
Inference time:  2.148531436920166
Total number of people detected in seq_000504.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000510.jpg
Found 100 objects.
Inference time:  2.133467197418213
Total number of people detected in seq_000510.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000500.jpg
Found 100 objects.
Inference time:  2.1210622787475586
Total number of people detected in seq_000500.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000498.jpg
Found 100 objects.
Inference time:  2.323472499847412
Total number of people detected in seq_000498.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000515.jpg
Found 100 objects.
Inference time:  2.2852554321289062
Total number of people detected in seq_000515.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000509.jpg
Found 100 objects.
Inference time:  2.1662845611572266
Total number of people detected in seq_000509.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000499.jpg
Found 100 objects.
Inference time:  2.3159396648406982
Total number of people detected in seq_000499.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000496.jpg
Found 100 objects.
Inference time:  2.1976563930511475
Total number of people detected in seq_000496.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000506.jpg
Found 100 objects.
Inference time:  2.362513303756714
Total number of people detected in seq_000506.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000494.jpg
Found 100 objects.
Inference time:  2.1315040588378906
Total number of people detected in seq_000494.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000493.jpg
Found 100 objects.
Inference time:  2.2280938625335693
Total number of people detected in seq_000493.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000501.jpg
Found 100 objects.
Inference time:  2.1466338634490967
Total number of people detected in seq_000501.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000497.jpg
Found 100 objects.
Inference time:  2.389423370361328
Total number of people detected in seq_000497.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000532.jpg
Found 100 objects.
Inference time:  2.3135948181152344
Total number of people detected in seq_000532.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000536.jpg
Found 100 objects.
Inference time:  2.1584293842315674
Total number of people detected in seq_000536.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000517.jpg
Found 100 objects.
Inference time:  2.071518659591675
Total number of people detected in seq_000517.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000533.jpg
Found 100 objects.
Inference time:  2.225431203842163
Total number of people detected in seq_000533.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000528.jpg
Found 100 objects.
Inference time:  2.2168095111846924
Total number of people detected in seq_000528.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000535.jpg
Found 100 objects.
Inference time:  2.087423324584961
Total number of people detected in seq_000535.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000530.jpg
Found 100 objects.
Inference time:  2.1218292713165283
Total number of people detected in seq_000530.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000529.jpg
Found 100 objects.
Inference time:  2.130762815475464
Total number of people detected in seq_000529.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000534.jpg
Found 100 objects.
Inference time:  2.0961649417877197
Total number of people detected in seq_000534.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000538.jpg
Found 100 objects.
Inference time:  2.207345724105835
Total number of people detected in seq_000538.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000518.jpg
Found 100 objects.
Inference time:  2.3638408184051514
Total number of people detected in seq_000518.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000524.jpg
Found 100 objects.
Inference time:  2.219324827194214
Total number of people detected in seq_000524.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000519.jpg
Found 100 objects.
Inference time:  2.221628427505493
Total number of people detected in seq_000519.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000525.jpg
Found 100 objects.
Inference time:  2.141108989715576
Total number of people detected in seq_000525.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000531.jpg
Found 100 objects.
Inference time:  2.2370681762695312
Total number of people detected in seq_000531.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000526.jpg
Found 100 objects.
Inference time:  2.2587432861328125
Total number of people detected in seq_000526.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000537.jpg
Found 100 objects.
Inference time:  2.4613428115844727
Total number of people detected in seq_000537.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000521.jpg
Found 100 objects.
Inference time:  2.2724978923797607
Total number of people detected in seq_000521.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000523.jpg
Found 100 objects.
Inference time:  2.2388036251068115
Total number of people detected in seq_000523.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000522.jpg
Found 100 objects.
Inference time:  2.2633073329925537
Total number of people detected in seq_000522.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000520.jpg
Found 100 objects.
Inference time:  2.1608664989471436
Total number of people detected in seq_000520.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000539.jpg
Found 100 objects.
Inference time:  2.2244906425476074
Total number of people detected in seq_000539.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000527.jpg
Found 100 objects.
Inference time:  2.2111318111419678
Total number of people detected in seq_000527.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000558.jpg
Found 100 objects.
Inference time:  2.2804911136627197
Total number of people detected in seq_000558.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000555.jpg
Found 100 objects.
Inference time:  2.2361223697662354
Total number of people detected in seq_000555.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000542.jpg
Found 100 objects.
Inference time:  2.2338545322418213
Total number of people detected in seq_000542.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000557.jpg
Found 100 objects.
Inference time:  2.1896016597747803
Total number of people detected in seq_000557.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000552.jpg
Found 100 objects.
Inference time:  2.2061448097229004
Total number of people detected in seq_000552.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000551.jpg
Found 100 objects.
Inference time:  2.2296695709228516
Total number of people detected in seq_000551.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000547.jpg
Found 100 objects.
Inference time:  2.189915418624878
Total number of people detected in seq_000547.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000543.jpg
Found 100 objects.
Inference time:  2.368293285369873
Total number of people detected in seq_000543.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000554.jpg
Found 100 objects.
Inference time:  2.2114803791046143
Total number of people detected in seq_000554.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000556.jpg
Found 100 objects.
Inference time:  2.2764639854431152
Total number of people detected in seq_000556.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000541.jpg
Found 100 objects.
Inference time:  2.211285352706909
Total number of people detected in seq_000541.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000553.jpg
Found 100 objects.
Inference time:  2.3527655601501465
Total number of people detected in seq_000553.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000540.jpg
Found 100 objects.
Inference time:  2.2134289741516113
Total number of people detected in seq_000540.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000544.jpg
Found 100 objects.
Inference time:  2.1746838092803955
Total number of people detected in seq_000544.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000550.jpg
Found 100 objects.
Inference time:  2.258763074874878
Total number of people detected in seq_000550.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000546.jpg
Found 100 objects.
Inference time:  2.1986804008483887
Total number of people detected in seq_000546.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000549.jpg
Found 100 objects.
Inference time:  2.1111443042755127
Total number of people detected in seq_000549.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000545.jpg
Found 100 objects.
Inference time:  2.2180662155151367
Total number of people detected in seq_000545.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000548.jpg
Found 100 objects.
Inference time:  2.0402233600616455
Total number of people detected in seq_000548.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000563.jpg
Found 100 objects.
Inference time:  2.1382150650024414
Total number of people detected in seq_000563.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000562.jpg
Found 100 objects.
Inference time:  2.3316009044647217
Total number of people detected in seq_000562.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000571.jpg
Found 100 objects.
Inference time:  2.149022340774536
Total number of people detected in seq_000571.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000570.jpg
Found 100 objects.
Inference time:  2.220160722732544
Total number of people detected in seq_000570.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000566.jpg
Found 100 objects.
Inference time:  2.155219078063965
Total number of people detected in seq_000566.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000574.jpg
Found 100 objects.
Inference time:  2.1334452629089355
Total number of people detected in seq_000574.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000582.jpg
Found 100 objects.
Inference time:  2.109433889389038
Total number of people detected in seq_000582.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000568.jpg
Found 100 objects.
Inference time:  2.2883198261260986
Total number of people detected in seq_000568.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000561.jpg
Found 100 objects.
Inference time:  2.2870264053344727
Total number of people detected in seq_000561.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000577.jpg
Found 100 objects.
Inference time:  2.3160409927368164
Total number of people detected in seq_000577.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000573.jpg
Found 100 objects.
Inference time:  2.247313976287842
Total number of people detected in seq_000573.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000569.jpg
Found 100 objects.
Inference time:  2.2479701042175293
Total number of people detected in seq_000569.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000564.jpg
Found 100 objects.
Inference time:  2.1560072898864746
Total number of people detected in seq_000564.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000560.jpg
Found 100 objects.
Inference time:  2.3090810775756836
Total number of people detected in seq_000560.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000565.jpg
Found 100 objects.
Inference time:  2.2185070514678955
Total number of people detected in seq_000565.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000576.jpg
Found 100 objects.
Inference time:  2.09233021736145
Total number of people detected in seq_000576.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000581.jpg
Found 100 objects.
Inference time:  2.3610005378723145
Total number of people detected in seq_000581.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000559.jpg
Found 100 objects.
Inference time:  2.263166904449463
Total number of people detected in seq_000559.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000578.jpg
Found 100 objects.
Inference time:  2.229682445526123
Total number of people detected in seq_000578.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000579.jpg
Found 100 objects.
Inference time:  2.1887714862823486
Total number of people detected in seq_000579.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000572.jpg
Found 100 objects.
Inference time:  2.183519124984741
Total number of people detected in seq_000572.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000567.jpg
Found 100 objects.
Inference time:  2.2470991611480713
Total number of people detected in seq_000567.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000580.jpg
Found 100 objects.
Inference time:  2.119074821472168
Total number of people detected in seq_000580.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000575.jpg
Found 100 objects.
Inference time:  2.2409112453460693
Total number of people detected in seq_000575.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000595.jpg
Found 100 objects.
Inference time:  2.1303203105926514
Total number of people detected in seq_000595.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000586.jpg
Found 100 objects.
Inference time:  2.1043195724487305
Total number of people detected in seq_000586.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000591.jpg
Found 100 objects.
Inference time:  2.179556131362915
Total number of people detected in seq_000591.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000598.jpg
Found 100 objects.
Inference time:  2.1318795680999756
Total number of people detected in seq_000598.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000604.jpg
Found 100 objects.
Inference time:  2.3354196548461914
Total number of people detected in seq_000604.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000584.jpg
Found 100 objects.
Inference time:  2.0966007709503174
Total number of people detected in seq_000584.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000592.jpg
Found 100 objects.
Inference time:  2.2735047340393066
Total number of people detected in seq_000592.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000599.jpg
Found 100 objects.
Inference time:  1.9782273769378662
Total number of people detected in seq_000599.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000603.jpg
Found 100 objects.
Inference time:  2.2342641353607178
Total number of people detected in seq_000603.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000589.jpg
Found 100 objects.
Inference time:  2.089705228805542
Total number of people detected in seq_000589.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000590.jpg
Found 100 objects.
Inference time:  2.4567270278930664
Total number of people detected in seq_000590.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000596.jpg
Found 100 objects.
Inference time:  2.1294877529144287
Total number of people detected in seq_000596.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000587.jpg
Found 100 objects.
Inference time:  2.2750508785247803
Total number of people detected in seq_000587.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000585.jpg
Found 100 objects.
Inference time:  2.1754376888275146
Total number of people detected in seq_000585.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000601.jpg
Found 100 objects.
Inference time:  2.3188233375549316
Total number of people detected in seq_000601.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000583.jpg
Found 100 objects.
Inference time:  2.26790189743042
Total number of people detected in seq_000583.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000588.jpg
Found 100 objects.
Inference time:  2.268664836883545
Total number of people detected in seq_000588.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000593.jpg
Found 100 objects.
Inference time:  2.0343611240386963
Total number of people detected in seq_000593.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000594.jpg
Found 100 objects.
Inference time:  2.1806066036224365
Total number of people detected in seq_000594.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000606.jpg
Found 100 objects.
Inference time:  2.147341251373291
Total number of people detected in seq_000606.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000597.jpg
Found 100 objects.
Inference time:  2.2814443111419678
Total number of people detected in seq_000597.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000602.jpg
Found 100 objects.
Inference time:  2.1355912685394287
Total number of people detected in seq_000602.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000605.jpg
Found 100 objects.
Inference time:  2.150409460067749
Total number of people detected in seq_000605.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000600.jpg
Found 100 objects.
Inference time:  2.0664145946502686
Total number of people detected in seq_000600.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000614.jpg
Found 100 objects.
Inference time:  2.2052712440490723
Total number of people detected in seq_000614.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000613.jpg
Found 100 objects.
Inference time:  2.238036870956421
Total number of people detected in seq_000613.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000628.jpg
Found 100 objects.
Inference time:  2.026409864425659
Total number of people detected in seq_000628.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000609.jpg
Found 100 objects.
Inference time:  2.163804054260254
Total number of people detected in seq_000609.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000624.jpg
Found 100 objects.
Inference time:  2.1790082454681396
Total number of people detected in seq_000624.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000618.jpg
Found 100 objects.
Inference time:  2.0508055686950684
Total number of people detected in seq_000618.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000626.jpg
Found 100 objects.
Inference time:  2.180985927581787
Total number of people detected in seq_000626.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000636.jpg
Found 100 objects.
Inference time:  2.187126398086548
Total number of people detected in seq_000636.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000629.jpg
Found 100 objects.
Inference time:  2.1018948554992676
Total number of people detected in seq_000629.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000612.jpg
Found 100 objects.
Inference time:  2.3001296520233154
Total number of people detected in seq_000612.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000631.jpg
Found 100 objects.
Inference time:  2.2549939155578613
Total number of people detected in seq_000631.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000622.jpg
Found 100 objects.
Inference time:  1.9621427059173584
Total number of people detected in seq_000622.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000607.jpg
Found 100 objects.
Inference time:  2.1454877853393555
Total number of people detected in seq_000607.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000620.jpg
Found 100 objects.
Inference time:  2.1735751628875732
Total number of people detected in seq_000620.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000610.jpg
Found 100 objects.
Inference time:  2.1587460041046143
Total number of people detected in seq_000610.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000621.jpg
Found 100 objects.
Inference time:  2.1971848011016846
Total number of people detected in seq_000621.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000632.jpg
Found 100 objects.
Inference time:  2.2222445011138916
Total number of people detected in seq_000632.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000617.jpg
Found 100 objects.
Inference time:  2.2450625896453857
Total number of people detected in seq_000617.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000630.jpg
Found 100 objects.
Inference time:  2.2374427318573
Total number of people detected in seq_000630.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000633.jpg
Found 100 objects.
Inference time:  2.260683298110962
Total number of people detected in seq_000633.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000616.jpg
Found 100 objects.
Inference time:  2.246018171310425
Total number of people detected in seq_000616.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000608.jpg
Found 100 objects.
Inference time:  2.1584510803222656
Total number of people detected in seq_000608.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000619.jpg
Found 100 objects.
Inference time:  2.2766053676605225
Total number of people detected in seq_000619.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000611.jpg
Found 100 objects.
Inference time:  2.1490163803100586
Total number of people detected in seq_000611.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000635.jpg
Found 100 objects.
Inference time:  2.059150218963623
Total number of people detected in seq_000635.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000634.jpg
Found 100 objects.
Inference time:  2.2426564693450928
Total number of people detected in seq_000634.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000623.jpg
Found 100 objects.
Inference time:  2.2205636501312256
Total number of people detected in seq_000623.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000615.jpg
Found 100 objects.
Inference time:  2.18481183052063
Total number of people detected in seq_000615.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000627.jpg
Found 100 objects.
Inference time:  2.2286064624786377
Total number of people detected in seq_000627.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000625.jpg
Found 100 objects.
Inference time:  2.1696369647979736
Total number of people detected in seq_000625.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000655.jpg
Found 100 objects.
Inference time:  2.2631423473358154
Total number of people detected in seq_000655.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000645.jpg
Found 100 objects.
Inference time:  2.208967685699463
Total number of people detected in seq_000645.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000643.jpg
Found 100 objects.
Inference time:  2.262193202972412
Total number of people detected in seq_000643.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000649.jpg
Found 100 objects.
Inference time:  2.0915722846984863
Total number of people detected in seq_000649.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000640.jpg
Found 100 objects.
Inference time:  2.203045606613159
Total number of people detected in seq_000640.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000637.jpg
Found 100 objects.
Inference time:  2.257510185241699
Total number of people detected in seq_000637.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000647.jpg
Found 100 objects.
Inference time:  2.336984157562256
Total number of people detected in seq_000647.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000644.jpg
Found 100 objects.
Inference time:  2.179147720336914
Total number of people detected in seq_000644.jpg: 27
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000642.jpg
Found 100 objects.
Inference time:  2.157419204711914
Total number of people detected in seq_000642.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000638.jpg
Found 100 objects.
Inference time:  2.082319736480713
Total number of people detected in seq_000638.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000656.jpg
Found 100 objects.
Inference time:  2.1583216190338135
Total number of people detected in seq_000656.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000653.jpg
Found 100 objects.
Inference time:  2.2195849418640137
Total number of people detected in seq_000653.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000648.jpg
Found 100 objects.
Inference time:  2.2305474281311035
Total number of people detected in seq_000648.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000646.jpg
Found 100 objects.
Inference time:  2.211019992828369
Total number of people detected in seq_000646.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000641.jpg
Found 100 objects.
Inference time:  2.302858352661133
Total number of people detected in seq_000641.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000650.jpg
Found 100 objects.
Inference time:  2.2069499492645264
Total number of people detected in seq_000650.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000652.jpg
Found 100 objects.
Inference time:  2.4106197357177734
Total number of people detected in seq_000652.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000639.jpg
Found 100 objects.
Inference time:  2.260082960128784
Total number of people detected in seq_000639.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000651.jpg
Found 100 objects.
Inference time:  2.247096061706543
Total number of people detected in seq_000651.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000654.jpg
Found 100 objects.
Inference time:  2.1979541778564453
Total number of people detected in seq_000654.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000663.jpg
Found 100 objects.
Inference time:  2.1366117000579834
Total number of people detected in seq_000663.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000658.jpg
Found 100 objects.
Inference time:  2.223466634750366
Total number of people detected in seq_000658.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000672.jpg
Found 100 objects.
Inference time:  2.259247303009033
Total number of people detected in seq_000672.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000675.jpg
Found 100 objects.
Inference time:  2.1747753620147705
Total number of people detected in seq_000675.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000671.jpg
Found 100 objects.
Inference time:  2.298956871032715
Total number of people detected in seq_000671.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000678.jpg
Found 100 objects.
Inference time:  2.143371820449829
Total number of people detected in seq_000678.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000659.jpg
Found 100 objects.
Inference time:  2.1695899963378906
Total number of people detected in seq_000659.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000662.jpg
Found 100 objects.
Inference time:  2.325441360473633
Total number of people detected in seq_000662.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000676.jpg
Found 100 objects.
Inference time:  2.1507420539855957
Total number of people detected in seq_000676.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000657.jpg
Found 100 objects.
Inference time:  2.306997060775757
Total number of people detected in seq_000657.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000670.jpg
Found 100 objects.
Inference time:  2.1704554557800293
Total number of people detected in seq_000670.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000666.jpg
Found 100 objects.
Inference time:  2.102572441101074
Total number of people detected in seq_000666.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000660.jpg
Found 100 objects.
Inference time:  2.2267677783966064
Total number of people detected in seq_000660.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000668.jpg
Found 100 objects.
Inference time:  2.0873420238494873
Total number of people detected in seq_000668.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000667.jpg
Found 100 objects.
Inference time:  1.9506704807281494
Total number of people detected in seq_000667.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000674.jpg
Found 100 objects.
Inference time:  2.2509775161743164
Total number of people detected in seq_000674.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000669.jpg
Found 100 objects.
Inference time:  2.25886869430542
Total number of people detected in seq_000669.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000664.jpg
Found 100 objects.
Inference time:  2.2097578048706055
Total number of people detected in seq_000664.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000677.jpg
Found 100 objects.
Inference time:  2.2735953330993652
Total number of people detected in seq_000677.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000661.jpg
Found 100 objects.
Inference time:  2.153334617614746
Total number of people detected in seq_000661.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000665.jpg
Found 100 objects.
Inference time:  2.064758062362671
Total number of people detected in seq_000665.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000673.jpg
Found 100 objects.
Inference time:  2.2233784198760986
Total number of people detected in seq_000673.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000700.jpg
Found 100 objects.
Inference time:  2.271470308303833
Total number of people detected in seq_000700.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000686.jpg
Found 100 objects.
Inference time:  2.399733066558838
Total number of people detected in seq_000686.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000679.jpg
Found 100 objects.
Inference time:  2.134486198425293
Total number of people detected in seq_000679.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000685.jpg
Found 100 objects.
Inference time:  2.1871185302734375
Total number of people detected in seq_000685.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000681.jpg
Found 100 objects.
Inference time:  2.2224724292755127
Total number of people detected in seq_000681.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000698.jpg
Found 100 objects.
Inference time:  2.3401875495910645
Total number of people detected in seq_000698.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000697.jpg
Found 100 objects.
Inference time:  2.166886329650879
Total number of people detected in seq_000697.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000688.jpg
Found 100 objects.
Inference time:  2.0282137393951416
Total number of people detected in seq_000688.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000682.jpg
Found 100 objects.
Inference time:  2.202430486679077
Total number of people detected in seq_000682.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000690.jpg
Found 100 objects.
Inference time:  2.2106173038482666
Total number of people detected in seq_000690.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000701.jpg
Found 100 objects.
Inference time:  2.1885266304016113
Total number of people detected in seq_000701.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000680.jpg
Found 100 objects.
Inference time:  2.3503663539886475
Total number of people detected in seq_000680.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000692.jpg
Found 100 objects.
Inference time:  2.0532333850860596
Total number of people detected in seq_000692.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000691.jpg
Found 100 objects.
Inference time:  2.1489691734313965
Total number of people detected in seq_000691.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000693.jpg
Found 100 objects.
Inference time:  2.2313573360443115
Total number of people detected in seq_000693.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000694.jpg
Found 100 objects.
Inference time:  2.189899206161499
Total number of people detected in seq_000694.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000689.jpg
Found 100 objects.
Inference time:  2.14133882522583
Total number of people detected in seq_000689.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000695.jpg
Found 100 objects.
Inference time:  2.3302645683288574
Total number of people detected in seq_000695.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000696.jpg
Found 100 objects.
Inference time:  2.301994562149048
Total number of people detected in seq_000696.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000687.jpg
Found 100 objects.
Inference time:  2.240438461303711
Total number of people detected in seq_000687.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000699.jpg
Found 100 objects.
Inference time:  2.1228628158569336
Total number of people detected in seq_000699.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000683.jpg
Found 100 objects.
Inference time:  2.1546082496643066
Total number of people detected in seq_000683.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000684.jpg
Found 100 objects.
Inference time:  2.268627405166626
Total number of people detected in seq_000684.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000722.jpg
Found 100 objects.
Inference time:  1.975020170211792
Total number of people detected in seq_000722.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000702.jpg
Found 100 objects.
Inference time:  2.323516607284546
Total number of people detected in seq_000702.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000709.jpg
Found 100 objects.
Inference time:  2.1143221855163574
Total number of people detected in seq_000709.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000712.jpg
Found 100 objects.
Inference time:  2.284558057785034
Total number of people detected in seq_000712.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000713.jpg
Found 100 objects.
Inference time:  2.1862409114837646
Total number of people detected in seq_000713.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000714.jpg
Found 100 objects.
Inference time:  2.1468570232391357
Total number of people detected in seq_000714.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000719.jpg
Found 100 objects.
Inference time:  2.296335220336914
Total number of people detected in seq_000719.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000707.jpg
Found 100 objects.
Inference time:  2.2313859462738037
Total number of people detected in seq_000707.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000711.jpg
Found 100 objects.
Inference time:  2.1144111156463623
Total number of people detected in seq_000711.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000710.jpg
Found 100 objects.
Inference time:  2.21608829498291
Total number of people detected in seq_000710.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000720.jpg
Found 100 objects.
Inference time:  2.216184377670288
Total number of people detected in seq_000720.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000703.jpg
Found 100 objects.
Inference time:  2.2144739627838135
Total number of people detected in seq_000703.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000715.jpg
Found 100 objects.
Inference time:  2.189345359802246
Total number of people detected in seq_000715.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000705.jpg
Found 100 objects.
Inference time:  2.299072265625
Total number of people detected in seq_000705.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000718.jpg
Found 100 objects.
Inference time:  2.0945863723754883
Total number of people detected in seq_000718.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000708.jpg
Found 100 objects.
Inference time:  2.19792103767395
Total number of people detected in seq_000708.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000716.jpg
Found 100 objects.
Inference time:  2.2552411556243896
Total number of people detected in seq_000716.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000721.jpg
Found 100 objects.
Inference time:  2.1507062911987305
Total number of people detected in seq_000721.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000704.jpg
Found 100 objects.
Inference time:  2.344250202178955
Total number of people detected in seq_000704.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000706.jpg
Found 100 objects.
Inference time:  2.233813524246216
Total number of people detected in seq_000706.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000717.jpg
Found 100 objects.
Inference time:  2.2067863941192627
Total number of people detected in seq_000717.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000735.jpg
Found 100 objects.
Inference time:  2.1785688400268555
Total number of people detected in seq_000735.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000744.jpg
Found 100 objects.
Inference time:  2.34820294380188
Total number of people detected in seq_000744.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000741.jpg
Found 100 objects.
Inference time:  2.1286613941192627
Total number of people detected in seq_000741.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000729.jpg
Found 100 objects.
Inference time:  2.2019050121307373
Total number of people detected in seq_000729.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000730.jpg
Found 100 objects.
Inference time:  2.1617684364318848
Total number of people detected in seq_000730.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000743.jpg
Found 100 objects.
Inference time:  2.066743850708008
Total number of people detected in seq_000743.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000732.jpg
Found 100 objects.
Inference time:  2.220717430114746
Total number of people detected in seq_000732.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000736.jpg
Found 100 objects.
Inference time:  2.187567949295044
Total number of people detected in seq_000736.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000725.jpg
Found 100 objects.
Inference time:  2.221848726272583
Total number of people detected in seq_000725.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000740.jpg
Found 100 objects.
Inference time:  2.167781352996826
Total number of people detected in seq_000740.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000738.jpg
Found 100 objects.
Inference time:  2.258133888244629
Total number of people detected in seq_000738.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000733.jpg
Found 100 objects.
Inference time:  2.061936140060425
Total number of people detected in seq_000733.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000731.jpg
Found 100 objects.
Inference time:  2.2101821899414062
Total number of people detected in seq_000731.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000739.jpg
Found 100 objects.
Inference time:  2.243006467819214
Total number of people detected in seq_000739.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000728.jpg
Found 100 objects.
Inference time:  2.139880895614624
Total number of people detected in seq_000728.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000742.jpg
Found 100 objects.
Inference time:  2.1220152378082275
Total number of people detected in seq_000742.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000723.jpg
Found 100 objects.
Inference time:  2.018423557281494
Total number of people detected in seq_000723.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000734.jpg
Found 100 objects.
Inference time:  1.9687466621398926
Total number of people detected in seq_000734.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000726.jpg
Found 100 objects.
Inference time:  2.2040631771087646
Total number of people detected in seq_000726.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000727.jpg
Found 100 objects.
Inference time:  2.0969510078430176
Total number of people detected in seq_000727.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000724.jpg
Found 100 objects.
Inference time:  2.0649261474609375
Total number of people detected in seq_000724.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000737.jpg
Found 100 objects.
Inference time:  2.1564524173736572
Total number of people detected in seq_000737.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000747.jpg
Found 100 objects.
Inference time:  2.195862293243408
Total number of people detected in seq_000747.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000754.jpg
Found 100 objects.
Inference time:  2.377352714538574
Total number of people detected in seq_000754.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000756.jpg
Found 100 objects.
Inference time:  2.170476198196411
Total number of people detected in seq_000756.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000748.jpg
Found 100 objects.
Inference time:  2.2875216007232666
Total number of people detected in seq_000748.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000746.jpg
Found 100 objects.
Inference time:  2.0512821674346924
Total number of people detected in seq_000746.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000751.jpg
Found 100 objects.
Inference time:  2.001309633255005
Total number of people detected in seq_000751.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000755.jpg
Found 100 objects.
Inference time:  1.9665117263793945
Total number of people detected in seq_000755.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000753.jpg
Found 100 objects.
Inference time:  2.0251736640930176
Total number of people detected in seq_000753.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000749.jpg
Found 100 objects.
Inference time:  2.2740490436553955
Total number of people detected in seq_000749.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000763.jpg
Found 100 objects.
Inference time:  2.2067766189575195
Total number of people detected in seq_000763.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000766.jpg
Found 100 objects.
Inference time:  2.0260424613952637
Total number of people detected in seq_000766.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000752.jpg
Found 100 objects.
Inference time:  2.201935291290283
Total number of people detected in seq_000752.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000764.jpg
Found 100 objects.
Inference time:  2.1946637630462646
Total number of people detected in seq_000764.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000758.jpg
Found 100 objects.
Inference time:  2.1372246742248535
Total number of people detected in seq_000758.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000760.jpg
Found 100 objects.
Inference time:  2.1741347312927246
Total number of people detected in seq_000760.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000761.jpg
Found 100 objects.
Inference time:  2.183260440826416
Total number of people detected in seq_000761.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000759.jpg
Found 100 objects.
Inference time:  2.1750524044036865
Total number of people detected in seq_000759.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000745.jpg
Found 100 objects.
Inference time:  2.027336835861206
Total number of people detected in seq_000745.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000762.jpg
Found 100 objects.
Inference time:  2.331566333770752
Total number of people detected in seq_000762.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000765.jpg
Found 100 objects.
Inference time:  2.2181057929992676
Total number of people detected in seq_000765.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000750.jpg
Found 100 objects.
Inference time:  2.1582090854644775
Total number of people detected in seq_000750.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000757.jpg
Found 100 objects.
Inference time:  2.256053924560547
Total number of people detected in seq_000757.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000770.jpg
Found 100 objects.
Inference time:  2.17227840423584
Total number of people detected in seq_000770.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000779.jpg
Found 100 objects.
Inference time:  2.2362911701202393
Total number of people detected in seq_000779.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000768.jpg
Found 100 objects.
Inference time:  2.187192440032959
Total number of people detected in seq_000768.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000773.jpg
Found 100 objects.
Inference time:  2.2304115295410156
Total number of people detected in seq_000773.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000781.jpg
Found 100 objects.
Inference time:  2.0075271129608154
Total number of people detected in seq_000781.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000782.jpg
Found 100 objects.
Inference time:  2.143876791000366
Total number of people detected in seq_000782.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000777.jpg
Found 100 objects.
Inference time:  2.170628547668457
Total number of people detected in seq_000777.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000787.jpg
Found 100 objects.
Inference time:  2.109447479248047
Total number of people detected in seq_000787.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000767.jpg
Found 100 objects.
Inference time:  2.1483466625213623
Total number of people detected in seq_000767.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000785.jpg
Found 100 objects.
Inference time:  2.2179453372955322
Total number of people detected in seq_000785.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000775.jpg
Found 100 objects.
Inference time:  2.1402039527893066
Total number of people detected in seq_000775.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000772.jpg
Found 100 objects.
Inference time:  2.1377112865448
Total number of people detected in seq_000772.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000784.jpg
Found 100 objects.
Inference time:  2.262594223022461
Total number of people detected in seq_000784.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000778.jpg
Found 100 objects.
Inference time:  1.9743139743804932
Total number of people detected in seq_000778.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000780.jpg
Found 100 objects.
Inference time:  2.2035584449768066
Total number of people detected in seq_000780.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000786.jpg
Found 100 objects.
Inference time:  2.1990277767181396
Total number of people detected in seq_000786.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000769.jpg
Found 100 objects.
Inference time:  2.160877227783203
Total number of people detected in seq_000769.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000774.jpg
Found 100 objects.
Inference time:  2.1818509101867676
Total number of people detected in seq_000774.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000783.jpg
Found 100 objects.
Inference time:  2.0339035987854004
Total number of people detected in seq_000783.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000776.jpg
Found 100 objects.
Inference time:  2.290809392929077
Total number of people detected in seq_000776.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000771.jpg
Found 100 objects.
Inference time:  2.214859962463379
Total number of people detected in seq_000771.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000790.jpg
Found 100 objects.
Inference time:  2.178157329559326
Total number of people detected in seq_000790.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000795.jpg
Found 100 objects.
Inference time:  2.1964111328125
Total number of people detected in seq_000795.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000794.jpg
Found 100 objects.
Inference time:  2.0265684127807617
Total number of people detected in seq_000794.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000793.jpg
Found 100 objects.
Inference time:  2.0348939895629883
Total number of people detected in seq_000793.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000809.jpg
Found 100 objects.
Inference time:  2.136035919189453
Total number of people detected in seq_000809.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000803.jpg
Found 100 objects.
Inference time:  2.1764488220214844
Total number of people detected in seq_000803.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000800.jpg
Found 100 objects.
Inference time:  2.2329514026641846
Total number of people detected in seq_000800.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000805.jpg
Found 100 objects.
Inference time:  2.2202577590942383
Total number of people detected in seq_000805.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000789.jpg
Found 100 objects.
Inference time:  2.2382030487060547
Total number of people detected in seq_000789.jpg: 12
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000792.jpg
Found 100 objects.
Inference time:  2.259221076965332
Total number of people detected in seq_000792.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000788.jpg
Found 100 objects.
Inference time:  2.1882591247558594
Total number of people detected in seq_000788.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000801.jpg
Found 100 objects.
Inference time:  2.1867194175720215
Total number of people detected in seq_000801.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000799.jpg
Found 100 objects.
Inference time:  2.268064260482788
Total number of people detected in seq_000799.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000804.jpg
Found 100 objects.
Inference time:  2.206134557723999
Total number of people detected in seq_000804.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000797.jpg
Found 100 objects.
Inference time:  2.1707205772399902
Total number of people detected in seq_000797.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000802.jpg
Found 100 objects.
Inference time:  2.1866118907928467
Total number of people detected in seq_000802.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000796.jpg
Found 100 objects.
Inference time:  2.081328868865967
Total number of people detected in seq_000796.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000808.jpg
Found 100 objects.
Inference time:  2.2221243381500244
Total number of people detected in seq_000808.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000791.jpg
Found 100 objects.
Inference time:  2.2305517196655273
Total number of people detected in seq_000791.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000807.jpg
Found 100 objects.
Inference time:  2.1593711376190186
Total number of people detected in seq_000807.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000798.jpg
Found 100 objects.
Inference time:  2.162916421890259
Total number of people detected in seq_000798.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000810.jpg
Found 100 objects.
Inference time:  2.0093894004821777
Total number of people detected in seq_000810.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000806.jpg
Found 100 objects.
Inference time:  2.1292402744293213
Total number of people detected in seq_000806.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000816.jpg
Found 100 objects.
Inference time:  2.1624186038970947
Total number of people detected in seq_000816.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000823.jpg
Found 100 objects.
Inference time:  2.2279982566833496
Total number of people detected in seq_000823.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000813.jpg
Found 100 objects.
Inference time:  2.3833346366882324
Total number of people detected in seq_000813.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000822.jpg
Found 100 objects.
Inference time:  2.1217825412750244
Total number of people detected in seq_000822.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000824.jpg
Found 100 objects.
Inference time:  2.3373706340789795
Total number of people detected in seq_000824.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000820.jpg
Found 100 objects.
Inference time:  2.1338412761688232
Total number of people detected in seq_000820.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000814.jpg
Found 100 objects.
Inference time:  2.1395325660705566
Total number of people detected in seq_000814.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000811.jpg
Found 100 objects.
Inference time:  2.257218837738037
Total number of people detected in seq_000811.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000819.jpg
Found 100 objects.
Inference time:  2.4327235221862793
Total number of people detected in seq_000819.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000818.jpg
Found 100 objects.
Inference time:  2.0262839794158936
Total number of people detected in seq_000818.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000821.jpg
Found 100 objects.
Inference time:  2.2090904712677
Total number of people detected in seq_000821.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000815.jpg
Found 100 objects.
Inference time:  2.0302066802978516
Total number of people detected in seq_000815.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000812.jpg
Found 100 objects.
Inference time:  2.0589146614074707
Total number of people detected in seq_000812.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000817.jpg
Found 100 objects.
Inference time:  2.1990573406219482
Total number of people detected in seq_000817.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000834.jpg
Found 100 objects.
Inference time:  2.0351338386535645
Total number of people detected in seq_000834.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000826.jpg
Found 100 objects.
Inference time:  2.0034754276275635
Total number of people detected in seq_000826.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000836.jpg
Found 100 objects.
Inference time:  2.1448171138763428
Total number of people detected in seq_000836.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000830.jpg
Found 100 objects.
Inference time:  2.3766345977783203
Total number of people detected in seq_000830.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000833.jpg
Found 100 objects.
Inference time:  2.0929603576660156
Total number of people detected in seq_000833.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000827.jpg
Found 100 objects.
Inference time:  2.143575429916382
Total number of people detected in seq_000827.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000837.jpg
Found 100 objects.
Inference time:  2.2125935554504395
Total number of people detected in seq_000837.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000831.jpg
Found 100 objects.
Inference time:  2.135348320007324
Total number of people detected in seq_000831.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000829.jpg
Found 100 objects.
Inference time:  2.0551915168762207
Total number of people detected in seq_000829.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000835.jpg
Found 100 objects.
Inference time:  2.1429214477539062
Total number of people detected in seq_000835.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000825.jpg
Found 100 objects.
Inference time:  2.2828407287597656
Total number of people detected in seq_000825.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000832.jpg
Found 100 objects.
Inference time:  2.154783010482788
Total number of people detected in seq_000832.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000828.jpg
Found 100 objects.
Inference time:  2.173250675201416
Total number of people detected in seq_000828.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000846.jpg
Found 100 objects.
Inference time:  2.1023271083831787
Total number of people detected in seq_000846.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000854.jpg
Found 100 objects.
Inference time:  2.152040481567383
Total number of people detected in seq_000854.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000843.jpg
Found 100 objects.
Inference time:  2.2472119331359863
Total number of people detected in seq_000843.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000842.jpg
Found 100 objects.
Inference time:  2.1660070419311523
Total number of people detected in seq_000842.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000848.jpg
Found 100 objects.
Inference time:  2.1902945041656494
Total number of people detected in seq_000848.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000847.jpg
Found 100 objects.
Inference time:  2.247969627380371
Total number of people detected in seq_000847.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000844.jpg
Found 100 objects.
Inference time:  2.0834829807281494
Total number of people detected in seq_000844.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000841.jpg
Found 100 objects.
Inference time:  2.23675274848938
Total number of people detected in seq_000841.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000857.jpg
Found 100 objects.
Inference time:  2.209766387939453
Total number of people detected in seq_000857.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000845.jpg
Found 100 objects.
Inference time:  1.992509126663208
Total number of people detected in seq_000845.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000855.jpg
Found 100 objects.
Inference time:  2.1360480785369873
Total number of people detected in seq_000855.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000838.jpg
Found 100 objects.
Inference time:  2.231041431427002
Total number of people detected in seq_000838.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000858.jpg
Found 100 objects.
Inference time:  2.2360270023345947
Total number of people detected in seq_000858.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000849.jpg
Found 100 objects.
Inference time:  2.0226008892059326
Total number of people detected in seq_000849.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000850.jpg
Found 100 objects.
Inference time:  2.181391477584839
Total number of people detected in seq_000850.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000851.jpg
Found 100 objects.
Inference time:  2.2601988315582275
Total number of people detected in seq_000851.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000839.jpg
Found 100 objects.
Inference time:  2.24404239654541
Total number of people detected in seq_000839.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000840.jpg
Found 100 objects.
Inference time:  2.193342924118042
Total number of people detected in seq_000840.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000853.jpg
Found 100 objects.
Inference time:  2.2637741565704346
Total number of people detected in seq_000853.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000856.jpg
Found 100 objects.
Inference time:  2.1174516677856445
Total number of people detected in seq_000856.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000852.jpg
Found 100 objects.
Inference time:  2.1917266845703125
Total number of people detected in seq_000852.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000876.jpg
Found 100 objects.
Inference time:  2.1584854125976562
Total number of people detected in seq_000876.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000880.jpg
Found 100 objects.
Inference time:  2.2010228633880615
Total number of people detected in seq_000880.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000878.jpg
Found 100 objects.
Inference time:  2.2188608646392822
Total number of people detected in seq_000878.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000864.jpg
Found 100 objects.
Inference time:  2.3496463298797607
Total number of people detected in seq_000864.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000862.jpg
Found 100 objects.
Inference time:  2.0822343826293945
Total number of people detected in seq_000862.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000877.jpg
Found 100 objects.
Inference time:  1.9760003089904785
Total number of people detected in seq_000877.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000868.jpg
Found 100 objects.
Inference time:  2.2501254081726074
Total number of people detected in seq_000868.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000859.jpg
Found 100 objects.
Inference time:  2.140052556991577
Total number of people detected in seq_000859.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000872.jpg
Found 100 objects.
Inference time:  2.2876603603363037
Total number of people detected in seq_000872.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000866.jpg
Found 100 objects.
Inference time:  2.276501178741455
Total number of people detected in seq_000866.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000875.jpg
Found 100 objects.
Inference time:  2.225165367126465
Total number of people detected in seq_000875.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000865.jpg
Found 100 objects.
Inference time:  2.22269606590271
Total number of people detected in seq_000865.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000879.jpg
Found 100 objects.
Inference time:  2.297353506088257
Total number of people detected in seq_000879.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000881.jpg
Found 100 objects.
Inference time:  2.2633144855499268
Total number of people detected in seq_000881.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000870.jpg
Found 100 objects.
Inference time:  2.3265321254730225
Total number of people detected in seq_000870.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000867.jpg
Found 100 objects.
Inference time:  2.2789363861083984
Total number of people detected in seq_000867.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000873.jpg
Found 100 objects.
Inference time:  2.1505777835845947
Total number of people detected in seq_000873.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000874.jpg
Found 100 objects.
Inference time:  2.1341745853424072
Total number of people detected in seq_000874.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000863.jpg
Found 100 objects.
Inference time:  2.1619303226470947
Total number of people detected in seq_000863.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000869.jpg
Found 100 objects.
Inference time:  2.1545679569244385
Total number of people detected in seq_000869.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000871.jpg
Found 100 objects.
Inference time:  2.1872591972351074
Total number of people detected in seq_000871.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000861.jpg
Found 100 objects.
Inference time:  2.2525041103363037
Total number of people detected in seq_000861.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000860.jpg
Found 100 objects.
Inference time:  2.2251436710357666
Total number of people detected in seq_000860.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000902.jpg
Found 100 objects.
Inference time:  2.255523204803467
Total number of people detected in seq_000902.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000906.jpg
Found 100 objects.
Inference time:  2.1504323482513428
Total number of people detected in seq_000906.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000897.jpg
Found 100 objects.
Inference time:  2.1969900131225586
Total number of people detected in seq_000897.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000903.jpg
Found 100 objects.
Inference time:  2.3412888050079346
Total number of people detected in seq_000903.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000905.jpg
Found 100 objects.
Inference time:  2.159229278564453
Total number of people detected in seq_000905.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000887.jpg
Found 100 objects.
Inference time:  2.1747934818267822
Total number of people detected in seq_000887.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000889.jpg
Found 100 objects.
Inference time:  2.200939416885376
Total number of people detected in seq_000889.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000896.jpg
Found 100 objects.
Inference time:  2.2132070064544678
Total number of people detected in seq_000896.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000883.jpg
Found 100 objects.
Inference time:  2.216229200363159
Total number of people detected in seq_000883.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000892.jpg
Found 100 objects.
Inference time:  2.163034439086914
Total number of people detected in seq_000892.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000890.jpg
Found 100 objects.
Inference time:  2.317201614379883
Total number of people detected in seq_000890.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000900.jpg
Found 100 objects.
Inference time:  2.255186080932617
Total number of people detected in seq_000900.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000886.jpg
Found 100 objects.
Inference time:  2.1133081912994385
Total number of people detected in seq_000886.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000904.jpg
Found 100 objects.
Inference time:  2.2346417903900146
Total number of people detected in seq_000904.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000893.jpg
Found 100 objects.
Inference time:  2.2576236724853516
Total number of people detected in seq_000893.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000898.jpg
Found 100 objects.
Inference time:  2.1663918495178223
Total number of people detected in seq_000898.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000884.jpg
Found 100 objects.
Inference time:  2.2667877674102783
Total number of people detected in seq_000884.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000885.jpg
Found 100 objects.
Inference time:  2.3113436698913574
Total number of people detected in seq_000885.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000891.jpg
Found 100 objects.
Inference time:  2.1824076175689697
Total number of people detected in seq_000891.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000901.jpg
Found 100 objects.
Inference time:  2.036853313446045
Total number of people detected in seq_000901.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000899.jpg
Found 100 objects.
Inference time:  2.2586138248443604
Total number of people detected in seq_000899.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000882.jpg
Found 100 objects.
Inference time:  2.301360845565796
Total number of people detected in seq_000882.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000894.jpg
Found 100 objects.
Inference time:  2.2042148113250732
Total number of people detected in seq_000894.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000895.jpg
Found 100 objects.
Inference time:  2.24250864982605
Total number of people detected in seq_000895.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000888.jpg
Found 100 objects.
Inference time:  2.3069489002227783
Total number of people detected in seq_000888.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000924.jpg
Found 100 objects.
Inference time:  2.2085347175598145
Total number of people detected in seq_000924.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000908.jpg
Found 100 objects.
Inference time:  2.1996467113494873
Total number of people detected in seq_000908.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000933.jpg
Found 100 objects.
Inference time:  2.177107095718384
Total number of people detected in seq_000933.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000937.jpg
Found 100 objects.
Inference time:  2.2118899822235107
Total number of people detected in seq_000937.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000917.jpg
Found 100 objects.
Inference time:  2.1013755798339844
Total number of people detected in seq_000917.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000934.jpg
Found 100 objects.
Inference time:  2.1752893924713135
Total number of people detected in seq_000934.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000912.jpg
Found 100 objects.
Inference time:  2.0489273071289062
Total number of people detected in seq_000912.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000929.jpg
Found 100 objects.
Inference time:  2.1680984497070312
Total number of people detected in seq_000929.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000921.jpg
Found 100 objects.
Inference time:  2.418808698654175
Total number of people detected in seq_000921.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000916.jpg
Found 100 objects.
Inference time:  2.159946918487549
Total number of people detected in seq_000916.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000923.jpg
Found 100 objects.
Inference time:  2.1964612007141113
Total number of people detected in seq_000923.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000931.jpg
Found 100 objects.
Inference time:  2.2521347999572754
Total number of people detected in seq_000931.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000935.jpg
Found 100 objects.
Inference time:  2.1419403553009033
Total number of people detected in seq_000935.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000911.jpg
Found 100 objects.
Inference time:  2.271754503250122
Total number of people detected in seq_000911.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000922.jpg
Found 100 objects.
Inference time:  2.1846680641174316
Total number of people detected in seq_000922.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000915.jpg
Found 100 objects.
Inference time:  2.257406234741211
Total number of people detected in seq_000915.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000910.jpg
Found 100 objects.
Inference time:  2.063556432723999
Total number of people detected in seq_000910.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000907.jpg
Found 100 objects.
Inference time:  2.191331386566162
Total number of people detected in seq_000907.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000914.jpg
Found 100 objects.
Inference time:  2.194544553756714
Total number of people detected in seq_000914.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000909.jpg
Found 100 objects.
Inference time:  2.2889719009399414
Total number of people detected in seq_000909.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000913.jpg
Found 100 objects.
Inference time:  2.248845338821411
Total number of people detected in seq_000913.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000926.jpg
Found 100 objects.
Inference time:  2.280862331390381
Total number of people detected in seq_000926.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000918.jpg
Found 100 objects.
Inference time:  2.1773197650909424
Total number of people detected in seq_000918.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000936.jpg
Found 100 objects.
Inference time:  2.1474990844726562
Total number of people detected in seq_000936.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000932.jpg
Found 100 objects.
Inference time:  2.091996431350708
Total number of people detected in seq_000932.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000919.jpg
Found 100 objects.
Inference time:  2.0591819286346436
Total number of people detected in seq_000919.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000920.jpg
Found 100 objects.
Inference time:  2.1894073486328125
Total number of people detected in seq_000920.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000928.jpg
Found 100 objects.
Inference time:  2.276167869567871
Total number of people detected in seq_000928.jpg: 13
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000927.jpg
Found 100 objects.
Inference time:  2.2463479042053223
Total number of people detected in seq_000927.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000930.jpg
Found 100 objects.
Inference time:  2.2505133152008057
Total number of people detected in seq_000930.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000925.jpg
Found 100 objects.
Inference time:  2.1822474002838135
Total number of people detected in seq_000925.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000960.jpg
Found 100 objects.
Inference time:  2.117258071899414
Total number of people detected in seq_000960.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000961.jpg
Found 100 objects.
Inference time:  2.2075469493865967
Total number of people detected in seq_000961.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000948.jpg
Found 100 objects.
Inference time:  2.249762773513794
Total number of people detected in seq_000948.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000946.jpg
Found 100 objects.
Inference time:  2.3131885528564453
Total number of people detected in seq_000946.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000949.jpg
Found 100 objects.
Inference time:  2.21799635887146
Total number of people detected in seq_000949.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000953.jpg
Found 100 objects.
Inference time:  2.2325899600982666
Total number of people detected in seq_000953.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000947.jpg
Found 100 objects.
Inference time:  2.127445697784424
Total number of people detected in seq_000947.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000943.jpg
Found 100 objects.
Inference time:  2.216050148010254
Total number of people detected in seq_000943.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000944.jpg
Found 100 objects.
Inference time:  2.0789051055908203
Total number of people detected in seq_000944.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000957.jpg
Found 100 objects.
Inference time:  2.311519145965576
Total number of people detected in seq_000957.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000950.jpg
Found 100 objects.
Inference time:  2.2267208099365234
Total number of people detected in seq_000950.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000959.jpg
Found 100 objects.
Inference time:  2.1409647464752197
Total number of people detected in seq_000959.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000941.jpg
Found 100 objects.
Inference time:  2.195403814315796
Total number of people detected in seq_000941.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000964.jpg
Found 100 objects.
Inference time:  2.094357490539551
Total number of people detected in seq_000964.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000965.jpg
Found 100 objects.
Inference time:  2.0282058715820312
Total number of people detected in seq_000965.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000940.jpg
Found 100 objects.
Inference time:  2.2538528442382812
Total number of people detected in seq_000940.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000938.jpg
Found 100 objects.
Inference time:  2.2101082801818848
Total number of people detected in seq_000938.jpg: 15
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000954.jpg
Found 100 objects.
Inference time:  2.300649642944336
Total number of people detected in seq_000954.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000962.jpg
Found 100 objects.
Inference time:  2.1862106323242188
Total number of people detected in seq_000962.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000956.jpg
Found 100 objects.
Inference time:  2.2593791484832764
Total number of people detected in seq_000956.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000939.jpg
Found 100 objects.
Inference time:  2.1223998069763184
Total number of people detected in seq_000939.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000951.jpg
Found 100 objects.
Inference time:  2.205582618713379
Total number of people detected in seq_000951.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000963.jpg
Found 100 objects.
Inference time:  2.2396328449249268
Total number of people detected in seq_000963.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000942.jpg
Found 100 objects.
Inference time:  2.1647377014160156
Total number of people detected in seq_000942.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000952.jpg
Found 100 objects.
Inference time:  2.2355427742004395
Total number of people detected in seq_000952.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000955.jpg
Found 100 objects.
Inference time:  2.293846607208252
Total number of people detected in seq_000955.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000945.jpg
Found 100 objects.
Inference time:  2.276045560836792
Total number of people detected in seq_000945.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000958.jpg
Found 100 objects.
Inference time:  2.1948459148406982
Total number of people detected in seq_000958.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000989.jpg
Found 100 objects.
Inference time:  2.179471254348755
Total number of people detected in seq_000989.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000978.jpg
Found 100 objects.
Inference time:  2.1259961128234863
Total number of people detected in seq_000978.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000986.jpg
Found 100 objects.
Inference time:  2.1423897743225098
Total number of people detected in seq_000986.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000968.jpg
Found 100 objects.
Inference time:  2.1186864376068115
Total number of people detected in seq_000968.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000976.jpg
Found 100 objects.
Inference time:  2.3106558322906494
Total number of people detected in seq_000976.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000975.jpg
Found 100 objects.
Inference time:  2.085955858230591
Total number of people detected in seq_000975.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000983.jpg
Found 100 objects.
Inference time:  2.1789674758911133
Total number of people detected in seq_000983.jpg: 14
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000974.jpg
Found 100 objects.
Inference time:  2.1852364540100098
Total number of people detected in seq_000974.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000969.jpg
Found 100 objects.
Inference time:  2.1142525672912598
Total number of people detected in seq_000969.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000991.jpg
Found 100 objects.
Inference time:  2.182443857192993
Total number of people detected in seq_000991.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000980.jpg
Found 100 objects.
Inference time:  2.131364345550537
Total number of people detected in seq_000980.jpg: 21
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000967.jpg
Found 100 objects.
Inference time:  2.185795545578003
Total number of people detected in seq_000967.jpg: 26
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000982.jpg
Found 100 objects.
Inference time:  2.2208757400512695
Total number of people detected in seq_000982.jpg: 16
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000985.jpg
Found 100 objects.
Inference time:  2.0245168209075928
Total number of people detected in seq_000985.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000987.jpg
Found 100 objects.
Inference time:  2.2940096855163574
Total number of people detected in seq_000987.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000990.jpg
Found 100 objects.
Inference time:  2.1996052265167236
Total number of people detected in seq_000990.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000984.jpg
Found 100 objects.
Inference time:  2.239478588104248
Total number of people detected in seq_000984.jpg: 18
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000970.jpg
Found 100 objects.
Inference time:  2.17822003364563
Total number of people detected in seq_000970.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000981.jpg
Found 100 objects.
Inference time:  2.1975350379943848
Total number of people detected in seq_000981.jpg: 17
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000979.jpg
Found 100 objects.
Inference time:  2.1263606548309326
Total number of people detected in seq_000979.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000988.jpg
Found 100 objects.
Inference time:  2.193312883377075
Total number of people detected in seq_000988.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000966.jpg
Found 100 objects.
Inference time:  2.341214895248413
Total number of people detected in seq_000966.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000972.jpg
Found 100 objects.
Inference time:  2.271345853805542
Total number of people detected in seq_000972.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000971.jpg
Found 100 objects.
Inference time:  2.191406011581421
Total number of people detected in seq_000971.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000977.jpg
Found 100 objects.
Inference time:  2.2828898429870605
Total number of people detected in seq_000977.jpg: 19
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000973.jpg
Found 100 objects.
Inference time:  2.3910346031188965
Total number of people detected in seq_000973.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001020.jpg
Found 100 objects.
Inference time:  2.1588284969329834
Total number of people detected in seq_001020.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001004.jpg
Found 100 objects.
Inference time:  2.2532169818878174
Total number of people detected in seq_001004.jpg: 23
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000998.jpg
Found 100 objects.
Inference time:  2.2802772521972656
Total number of people detected in seq_000998.jpg: 24
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001008.jpg
Found 100 objects.
Inference time:  2.083313465118408
Total number of people detected in seq_001008.jpg: 20
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001016.jpg
Found 100 objects.
Inference time:  2.240206241607666
Total number of people detected in seq_001016.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001000.jpg
Found 100 objects.
Inference time:  2.2657155990600586
Total number of people detected in seq_001000.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000996.jpg
Found 100 objects.
Inference time:  2.013692855834961
Total number of people detected in seq_000996.jpg: 25
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_000992.jpg
Found 100 objects.
Inference time:  2.235837459564209
Total number of people detected in seq_000992.jpg: 22
Running detection on: /content/drive/MyDrive/Dataset/Mall_Dataset/frames/seq_001003.jpg
Found 100 objects.
Inference time:  2.1627583503723145
Total number of people detected in seq_001003.jpg: 21
People count data saved to /content/drive/MyDrive/Dataset/T4_people_mall_count_with_zones.csv
CPU times: user 1d 10h 31min 8s, sys: 14h 27min 18s, total: 2d 58min 27s
Wall time: 1h 14min 37s

Hand Over to Team Leader

Save the results

df = pd.read_csv('/content/drive/MyDrive/Dataset/T4_people_mall_count_with_zones.csv')
df

	image_filename	people_count	zone_1	zone_2	zone_3	zone_4
0	seq_001012.jpg	17	6	5	3	1
1	seq_001021.jpg	25	6	6	6	3
2	seq_001011.jpg	18	6	6	3	0
3	seq_000993.jpg	23	4	6	6	0
4	seq_000994.jpg	29	6	7	6	1
...	...	...	...	...	...	...
1995	seq_001016.jpg	22	9	7	4	0
1996	seq_001000.jpg	25	7	3	2	4
1997	seq_000996.jpg	25	9	8	4	2
1998	seq_000992.jpg	22	5	7	4	0
1999	seq_001003.jpg	21	6	3	4	4

2000 rows × 6 columns

df.columns

Index(['image_filename', 'people_count', 'zone_1', 'zone_2', 'zone_3',
       'zone_4'],
      dtype='object')

df.head()

	image_filename	people_count	zone_1	zone_2	zone_3	zone_4
0	seq_001012.jpg	17	6	5	3	1
1	seq_001021.jpg	25	6	6	6	3
2	seq_001011.jpg	18	6	6	3	0
3	seq_000993.jpg	23	4	6	6	0
4	seq_000994.jpg	29	6	7	6	1

# Calculating the rows * columns in the dataframe
print(df.shape)

(2000, 6)

df.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 2000 entries, 0 to 1999
Data columns (total 6 columns):
 #   Column          Non-Null Count  Dtype 
---  ------          --------------  ----- 
 0   image_filename  2000 non-null   object
 1   people_count    2000 non-null   int64 
 2   zone_1          2000 non-null   int64 
 3   zone_2          2000 non-null   int64 
 4   zone_3          2000 non-null   int64 
 5   zone_4          2000 non-null   int64 
dtypes: int64(5), object(1)
memory usage: 93.9+ KB

plt.figure(figsize=(10,7))
df.dtypes.value_counts().plot(kind='bar')
plt.title('Distribution of Data Types')
plt.xlabel('Data Type')
plt.ylabel('Count')
plt.show()

missing_values = df.isnull().sum()
missing_values

	0
image_filename	0
people_count	0
zone_1	0
zone_2	0
zone_3	0
zone_4	0

dtype: int64

df.describe()

	people_count	zone_1	zone_2	zone_3	zone_4
count	2000.000000	2000.000000	2000.000000	2000.000000	2000.00000
mean	19.915000	5.978000	3.755500	3.067500	2.08500
std	3.468255	2.459581	2.223104	1.708919	1.75023
min	6.000000	0.000000	0.000000	0.000000	0.00000
25%	18.000000	4.000000	2.000000	2.000000	1.00000
50%	20.000000	6.000000	4.000000	3.000000	2.00000
75%	22.000000	8.000000	5.000000	4.000000	3.00000
max	30.000000	16.000000	12.000000	11.000000	8.00000

Data Visualisation

# Get the top 20 images by people count
top_images = df.sort_values('people_count', ascending=False).head(20)

# Bar plot for the top images
plt.figure(figsize=(10, 6))
plt.bar(top_images['image_filename'], top_images['people_count'], color='coral')
plt.title('Top 20 Images with Highest People Count')
plt.xlabel('Image Filename')
plt.ylabel('People Count')
plt.xticks(rotation=45, ha='right')
plt.grid(True)
plt.show()

# Extract sequence number from the image filename
df['sequence_number'] = df['image_filename'].apply(lambda x: int(x.split('_')[1].split('.')[0]))

# Sort the DataFrame by sequence number
df_sorted = df.sort_values(by='sequence_number')

# Scatter plot for people count over time (sequence number)
plt.figure(figsize=(16, 6))
plt.scatter(df_sorted['sequence_number'], df_sorted['people_count'], color='blue', alpha=0.7)
plt.title('People Count Over Time')
plt.xlabel('Sequence Number')
plt.ylabel('People Count')
plt.grid(True)
plt.show()

# Pie Chart - People in each zone in Percentages
import matplotlib.pyplot as plt

# Sum the people count in each zone across all rows
zone_totals = df[['zone_1', 'zone_2', 'zone_3', 'zone_4']].sum()

# Plot the pie chart
plt.figure(figsize=(7, 7))
zone_totals.plot.pie(
    autopct='%1.1f%%',  # Display percentage with one decimal place
    labels=['Zone 1', 'Zone 2', 'Zone 3', 'Zone 4'],  # Label for each zone
    colors=['red', 'blue', 'green', 'orange'],  # Colors for each zone
    startangle=90,  # Start angle for the first slice
    explode=(0.1, 0, 0, 0),  # Explode the first slice (Zone 1) for emphasis
)

# Title for the pie chart
plt.title('Proportion of People in Each Zone')

# Show the plot
plt.show()

# Zone Comparision Bar chart
import matplotlib.pyplot as plt

# Sum the people count in each zone across all rows
zone_totals = df[['zone_1', 'zone_2', 'zone_3', 'zone_4']].sum()

# the bar chart
plt.figure(figsize=(8, 6))
zone_totals.plot(kind='bar', color=['red', 'blue', 'green', 'orange'])

# Add labels and title
plt.xlabel('Zones')
plt.ylabel('Total People Count')
plt.title('Total People Count in Each Zone Across All Images')

# Display the plot
plt.show()

import matplotlib.pyplot as plt

# Create a figure for the scatter plot
plt.figure(figsize=(10, 6))

# Plot scatter points for each zone against the total people count
for zone in ['zone_1', 'zone_2', 'zone_3', 'zone_4']:
    plt.scatter(df['people_count'], df[zone], label=zone, alpha=0.6)

# Add labels and title
plt.xlabel('Total People Count')
plt.ylabel('Zone People Count')
plt.title('Scatter Plot: Total People Count vs Zone-Wise Counts')

# Add a legend to differentiate the zones
plt.legend(title='Zones')

# Display the plot
plt.show()

HAND OVER TO TIME SERIES ANALYST

Time Series Analysis

t_df = pd.read_csv('/content/drive/MyDrive/Dataset/T4_people_mall_count_with_zones.csv')

# Display the  DataFrame
print(t_df.head())

   image_filename  people_count  zone_1  zone_2  zone_3  zone_4
0  seq_001012.jpg            17       6       5       3       1
1  seq_001021.jpg            25       6       6       6       3
2  seq_001011.jpg            18       6       6       3       0
3  seq_000993.jpg            23       4       6       6       0
4  seq_000994.jpg            29       6       7       6       1

# Starting timestamp and interval
start_date = '2024-01-01 08:00:00'  # Mall opens at 8 AM and closes at 11 PM
time_interval = '30T'  # 30-minute intervals

# Generate timestamps based on the number of rows in the DataFrame
time_range = pd.date_range(start=start_date, periods=len(t_df), freq=time_interval)

# Filter timestamps to only include times from 8:00 AM to 11:00 PM
valid_time_range = time_range[(time_range.time >= pd.Timestamp('08:00:00').time()) &
                              (time_range.time <= pd.Timestamp('23:00:00').time())]

# Ensure that the filtered range matches the dataset length
valid_time_range = valid_time_range[:len(t_df)]

# Add timestamps to the existing DataFrame
t_df['timestamp'] = time_range

# Set timestamp as the index
t_df = t_df.set_index('timestamp')

# Split 'timestamp' into separate date and time columns
t_df['date'] = t_df.index.date
t_df['time'] = t_df.index.time

# print the dataframe
print(t_df.head())

# Verify the time range and duration
print(f"Data starts from: {t_df.index.min()}")
print(f"Data ends on: {t_df.index.max()}")

                     image_filename  people_count  zone_1  zone_2  zone_3  \
timestamp                                                                   
2024-01-01 08:00:00  seq_001012.jpg            17       6       5       3   
2024-01-01 08:30:00  seq_001021.jpg            25       6       6       6   
2024-01-01 09:00:00  seq_001011.jpg            18       6       6       3   
2024-01-01 09:30:00  seq_000993.jpg            23       4       6       6   
2024-01-01 10:00:00  seq_000994.jpg            29       6       7       6   

                     zone_4        date      time  
timestamp                                          
2024-01-01 08:00:00       1  2024-01-01  08:00:00  
2024-01-01 08:30:00       3  2024-01-01  08:30:00  
2024-01-01 09:00:00       0  2024-01-01  09:00:00  
2024-01-01 09:30:00       0  2024-01-01  09:30:00  
2024-01-01 10:00:00       1  2024-01-01  10:00:00  
Data starts from: 2024-01-01 08:00:00
Data ends on: 2024-02-11 23:30:00

<ipython-input-239-2241f8d698aa>:6: FutureWarning: 'T' is deprecated and will be removed in a future version, please use 'min' instead.
  time_range = pd.date_range(start=start_date, periods=len(t_df), freq=time_interval)

t_df

	image_filename	people_count	zone_1	zone_2	zone_3	zone_4	date	time
timestamp
2024-01-01 08:00:00	seq_001012.jpg	17	6	5	3	1	2024-01-01	08:00:00
2024-01-01 08:30:00	seq_001021.jpg	25	6	6	6	3	2024-01-01	08:30:00
2024-01-01 09:00:00	seq_001011.jpg	18	6	6	3	0	2024-01-01	09:00:00
2024-01-01 09:30:00	seq_000993.jpg	23	4	6	6	0	2024-01-01	09:30:00
2024-01-01 10:00:00	seq_000994.jpg	29	6	7	6	1	2024-01-01	10:00:00
...	...	...	...	...	...	...	...	...
2024-02-11 21:30:00	seq_001016.jpg	22	9	7	4	0	2024-02-11	21:30:00
2024-02-11 22:00:00	seq_001000.jpg	25	7	3	2	4	2024-02-11	22:00:00
2024-02-11 22:30:00	seq_000996.jpg	25	9	8	4	2	2024-02-11	22:30:00
2024-02-11 23:00:00	seq_000992.jpg	22	5	7	4	0	2024-02-11	23:00:00
2024-02-11 23:30:00	seq_001003.jpg	21	6	3	4	4	2024-02-11	23:30:00

2000 rows × 8 columns

t_df.columns

Index(['image_filename', 'people_count', 'zone_1', 'zone_2', 'zone_3',
       'zone_4', 'date', 'time'],
      dtype='object')

# Make sure that both 'date' and 'time' are strings
t_df['date'] = t_df['date'].astype(str)
t_df['time'] = t_df['time'].astype(str)


# strip the 'timestamp' column for the date and time
t_df['timestamp'] = pd.to_datetime(t_df['date'] + ' ' + t_df['time'])

# Now, we extract the relevant time periods
# Extract month, week, day, and hour from the timestamp
t_df['month'] = t_df['timestamp'].dt.to_period('M')  # Year-Month
t_df['week'] = t_df['timestamp'].dt.to_period('W')  # Year-Week
t_df['day'] = t_df['timestamp'].dt.date  # Date (Year-Month-Day)
t_df['hour'] = t_df['timestamp'].dt.hour  # Hour of the day (0-23)

# Summaries of the time period

# Monthly summary
monthly_summary = t_df.groupby('month')['people_count'].sum()

# Weekly summary
weekly_summary = t_df.groupby('week')['people_count'].sum()

# Daily summary
daily_summary = t_df.groupby('day')['people_count'].sum()

# Hourly summary
hourly_summary = t_df.groupby('hour')['people_count'].sum()

# Plot Monthly Summary
monthly_summary.plot(kind='bar', title="People Count Per Month")
plt.xlabel('Month')
plt.ylabel('People Count')
plt.show()
# Displaying the summaries
print("Monthly Summary:")
print(monthly_summary)

Monthly Summary:
month
2024-01    29327
2024-02    10503
Freq: M, Name: people_count, dtype: int64

# Optionally, you can plot daily and weekly as well
daily_summary.plot(kind='line', title="People Count Per Day")
plt.xlabel('Day')
plt.ylabel('People Count')
plt.show()
print("\nDaily Summary:")
print(daily_summary)

Daily Summary:
day
2024-01-01     706
2024-01-02     989
2024-01-03     901
2024-01-04     989
2024-01-05     978
2024-01-06     984
2024-01-07    1021
2024-01-08     904
2024-01-09     945
2024-01-10    1054
2024-01-11    1004
2024-01-12    1089
2024-01-13     961
2024-01-14    1056
2024-01-15     939
2024-01-16     938
2024-01-17    1058
2024-01-18    1051
2024-01-19    1047
2024-01-20     982
2024-01-21     953
2024-01-22    1057
2024-01-23     775
2024-01-24     852
2024-01-25     752
2024-01-26     840
2024-01-27     795
2024-01-28     717
2024-01-29     808
2024-01-30    1093
2024-01-31    1089
2024-02-01     900
2024-02-02     911
2024-02-03     919
2024-02-04    1021
2024-02-05    1001
2024-02-06    1016
2024-02-07     973
2024-02-08     880
2024-02-09     914
2024-02-10     944
2024-02-11    1024
Name: people_count, dtype: int64

# Weekly
weekly_summary.plot(kind='line', title="People Count Per Week")
plt.xlabel('Week')
plt.ylabel('People Count')
plt.show()
print("\nWeekly Summary:")
print(weekly_summary)

Weekly Summary:
week
2024-01-01/2024-01-07    6568
2024-01-08/2024-01-14    7013
2024-01-15/2024-01-21    6968
2024-01-22/2024-01-28    5788
2024-01-29/2024-02-04    6741
2024-02-05/2024-02-11    6752
Freq: W-SUN, Name: people_count, dtype: int64

# Plot Hourly Summary
hourly_summary.plot(kind='bar', title="People Count Per Hour")
plt.xlabel('Hour of Day')
plt.ylabel('People Count')
plt.show()
print("\nHourly Summary:")
print(hourly_summary)

Hourly Summary:
hour
0     1657
1     1618
2     1654
3     1589
4     1651
5     1640
6     1619
7     1646
8     1677
9     1677
10    1694
11    1676
12    1623
13    1678
14    1656
15    1639
16    1704
17    1693
18    1649
19    1690
20    1671
21    1645
22    1680
23    1704
Name: people_count, dtype: int64

t_df

	image_filename	people_count	zone_1	zone_2	zone_3	zone_4	date	time	timestamp	month	week	day	hour
timestamp
2024-01-01 08:00:00	seq_001012.jpg	17	6	5	3	1	2024-01-01	08:00:00	2024-01-01 08:00:00	2024-01	2024-01-01/2024-01-07	2024-01-01	8
2024-01-01 08:30:00	seq_001021.jpg	25	6	6	6	3	2024-01-01	08:30:00	2024-01-01 08:30:00	2024-01	2024-01-01/2024-01-07	2024-01-01	8
2024-01-01 09:00:00	seq_001011.jpg	18	6	6	3	0	2024-01-01	09:00:00	2024-01-01 09:00:00	2024-01	2024-01-01/2024-01-07	2024-01-01	9
2024-01-01 09:30:00	seq_000993.jpg	23	4	6	6	0	2024-01-01	09:30:00	2024-01-01 09:30:00	2024-01	2024-01-01/2024-01-07	2024-01-01	9
2024-01-01 10:00:00	seq_000994.jpg	29	6	7	6	1	2024-01-01	10:00:00	2024-01-01 10:00:00	2024-01	2024-01-01/2024-01-07	2024-01-01	10
...	...	...	...	...	...	...	...	...	...	...	...	...	...
2024-02-11 21:30:00	seq_001016.jpg	22	9	7	4	0	2024-02-11	21:30:00	2024-02-11 21:30:00	2024-02	2024-02-05/2024-02-11	2024-02-11	21
2024-02-11 22:00:00	seq_001000.jpg	25	7	3	2	4	2024-02-11	22:00:00	2024-02-11 22:00:00	2024-02	2024-02-05/2024-02-11	2024-02-11	22
2024-02-11 22:30:00	seq_000996.jpg	25	9	8	4	2	2024-02-11	22:30:00	2024-02-11 22:30:00	2024-02	2024-02-05/2024-02-11	2024-02-11	22
2024-02-11 23:00:00	seq_000992.jpg	22	5	7	4	0	2024-02-11	23:00:00	2024-02-11 23:00:00	2024-02	2024-02-05/2024-02-11	2024-02-11	23
2024-02-11 23:30:00	seq_001003.jpg	21	6	3	4	4	2024-02-11	23:30:00	2024-02-11 23:30:00	2024-02	2024-02-05/2024-02-11	2024-02-11	23

2000 rows × 13 columns

plt.figure()
plt.plot(t_df.people_count)

[<matplotlib.lines.Line2D at 0x7d8988bab0d0>]

print(t_df.columns)

Index(['image_filename', 'people_count', 'zone_1', 'zone_2', 'zone_3',
       'zone_4', 'date', 'time', 'timestamp', 'month', 'week', 'day', 'hour'],
      dtype='object')

def log_trans(t_df,people_count): return t_df[people_count].apply(lambda x:np.log(x))

t_df['people_count_log'] = log_trans(t_df,'people_count')

from statsmodels.tsa.seasonal import seasonal_decompose

def plot_decomposition(t_df, people_count, trend,seasonal, residual):
  f, ((ax1,ax2),(ax3,ax4)) = plt.subplots(2,2, figsize=(15,5), sharex=True )

  ax1.plot(t_df[people_count], label="Original")
  ax1.legend(loc='best')
  ax1.tick_params(axis ='x', rotation=45)

  ax2.plot(t_df[trend], label="Trend")
  ax2.legend(loc='best')
  ax2.tick_params(axis ='x', rotation=45)

  ax3.plot(t_df[seasonal], label="Seasonal")
  ax3.legend(loc='best')
  ax3.tick_params(axis ='x', rotation=45)

  ax4.plot(t_df[residual], label="Residuals")
  ax4.legend(loc='best')
  ax4.tick_params(axis ='x', rotation=45)

  plt.tight_layout()
  plt.show()

new_df = t_df

new_df.loc[:,'trend'] = decomposition.trend
new_df.loc[:,'seasonal'] = decomposition.seasonal
new_df.loc[:,'residuals'] = decomposition.resid

new_df

	image_filename	people_count	zone_1	zone_2	zone_3	zone_4	date	time	timestamp	month	week	day	hour	people_count_log	trend	seasonal	residuals
timestamp
2024-01-01 08:00:00	seq_001012.jpg	17	6	5	3	1	2024-01-01	08:00:00	2024-01-01 08:00:00	2024-01	2024-01-01/2024-01-07	2024-01-01	8	2.833213	22.013889	0.077771	-5.091660
2024-01-01 08:30:00	seq_001021.jpg	25	6	6	6	3	2024-01-01	08:30:00	2024-01-01 08:30:00	2024-01	2024-01-01/2024-01-07	2024-01-01	8	3.218876	22.034722	-0.087656	3.052934
2024-01-01 09:00:00	seq_001011.jpg	18	6	6	3	0	2024-01-01	09:00:00	2024-01-01 09:00:00	2024-01	2024-01-01/2024-01-07	2024-01-01	9	2.890372	22.055556	-0.121386	-3.934170
2024-01-01 09:30:00	seq_000993.jpg	23	4	6	6	0	2024-01-01	09:30:00	2024-01-01 09:30:00	2024-01	2024-01-01/2024-01-07	2024-01-01	9	3.135494	22.076389	-0.192070	1.115682
2024-01-01 10:00:00	seq_000994.jpg	29	6	7	6	1	2024-01-01	10:00:00	2024-01-01 10:00:00	2024-01	2024-01-01/2024-01-07	2024-01-01	10	3.367296	22.097222	0.356045	6.546733
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
2024-02-11 21:30:00	seq_001016.jpg	22	9	7	4	0	2024-02-11	21:30:00	2024-02-11 21:30:00	2024-02	2024-02-05/2024-02-11	2024-02-11	21	3.091042	22.152778	-0.192070	0.039293
2024-02-11 22:00:00	seq_001000.jpg	25	7	3	2	4	2024-02-11	22:00:00	2024-02-11 22:00:00	2024-02	2024-02-05/2024-02-11	2024-02-11	22	3.218876	22.194444	0.356045	2.449511
2024-02-11 22:30:00	seq_000996.jpg	25	9	8	4	2	2024-02-11	22:30:00	2024-02-11 22:30:00	2024-02	2024-02-05/2024-02-11	2024-02-11	22	3.218876	22.236111	-0.048221	2.812110
2024-02-11 23:00:00	seq_000992.jpg	22	5	7	4	0	2024-02-11	23:00:00	2024-02-11 23:00:00	2024-02	2024-02-05/2024-02-11	2024-02-11	23	3.091042	22.277778	0.414328	-0.692106
2024-02-11 23:30:00	seq_001003.jpg	21	6	3	4	4	2024-02-11	23:30:00	2024-02-11 23:30:00	2024-02	2024-02-05/2024-02-11	2024-02-11	23	3.044522	22.319444	-0.040781	-1.278664

2000 rows × 17 columns

plot_decomposition(new_df,people_count='people_count_log' , trend='trend' , seasonal = 'seasonal' , residual='residuals')

DICKEY-FULLER

from statsmodels.tsa.stattools import adfuller
dftest = adfuller(new_df['residuals'],autolag='AIC')

def test_stationarity(t_df, people_count):

  rolmean = t_df[people_count].rolling(window=12, center= False).mean()
  rolstd =  t_df[people_count].rolling(window=12, center = False).std()

  orig = plt.plot(t_df[people_count], color = 'blue', label ="Original")
  mean = plt.plot(rolmean, color ='red', label ="Rolling Mean")
  std = plt.plot(rolstd, color='black', label ="Rolling Std")
  plt.legend(loc = 'best')
  plt.title("Rolling Mean and Standard Deviation for  %s" %(people_count))
  plt.xticks(rotation =45)
  plt.show(block = False)
  plt.close

  print('Results:')
  dftest = adfuller(t_df[people_count], autolag='AIC')
  dfoutput = pd.Series(dftest[0:4], index=["Test Statistic",'p=value','# Lasgs Used',' Number of Observations'])

  for key, value in dftest[4].items():
    dfoutput['Critical Value(%s)' %key]= value

  print(dfoutput)

test_stationarity(new_df,'residuals')

Results:
Test Statistic            -1.469902e+01
p=value                    2.966891e-27
# Lasgs Used               2.400000e+01
 Number of Observations    1.975000e+03
Critical Value(1%)        -3.433665e+00
Critical Value(5%)        -2.863005e+00
Critical Value(10%)       -2.567550e+00
dtype: float64

from statsmodels.graphics.tsaplots import plot_acf, plot_pacf

# Create figure
fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(12,8))

# Plot the ACF of df
plot_acf(new_df['residuals'], lags=10, zero=False, ax=ax1);

# Plot the PACF of df
plot_pacf(new_df['residuals'], lags=10, zero=False, ax=ax2);

new_df = new_df.fillna(value=0)

Comapring Between ARIMA and SARIMA

from statsmodels.tsa.arima.model import ARIMA

def run_ARIMA(t_df,people_count,p,d,q):
  model = ARIMA(t_df[people_count] , order=(p,d,q))
  results_arima = model.fit()

  len_results = len(results_arima.fittedvalues)
  ts_modified = t_df[people_count][-len_results:]

  rss  = sum((results_arima.fittedvalues-ts_modified)**2)
  rmse = np.sqrt(rss/len(t_df[people_count]))
  print('RMSA: ', rmse)

  plt.figure()
  plt.plot(t_df[people_count])
  plt.plot(results_arima.fittedvalues,color='red')
  plt.show()

  return results_arima

model_AR = run_ARIMA(t_df=new_df,people_count='residuals',p=15,d=0,q=0)

/usr/local/lib/python3.10/dist-packages/statsmodels/tsa/base/tsa_model.py:473: ValueWarning: No frequency information was provided, so inferred frequency 30min will be used.
  self._init_dates(dates, freq)
/usr/local/lib/python3.10/dist-packages/statsmodels/tsa/base/tsa_model.py:473: ValueWarning: No frequency information was provided, so inferred frequency 30min will be used.
  self._init_dates(dates, freq)
/usr/local/lib/python3.10/dist-packages/statsmodels/tsa/base/tsa_model.py:473: ValueWarning: No frequency information was provided, so inferred frequency 30min will be used.
  self._init_dates(dates, freq)

RMSA:  2.5656226483093696

my_forecast = model_AR.forecast(120) # Hours
plt.figure()
plt.plot(new_df['residuals'])
plt.plot(my_forecast,color='green')

[<matplotlib.lines.Line2D at 0x7d89880b8940>]

from statsmodels.tsa.statespace.sarimax import SARIMAX
import warnings
warnings.filterwarnings('ignore')

# Fit the SARIMA model
sarima_model = SARIMAX(t_df['people_count'], order=(1, 1, 1), seasonal_order=(1, 1, 1, 24))
sarima_fit = sarima_model.fit()

# Forecast the next  hours
n_hours = 120  # Set hours
forecast_sarima = sarima_fit.forecast(steps=n_hours)

# Create a time index for the forecast
forecast_index = pd.date_range(t_df.index[-1], periods=n_hours + 1, freq='h')[1:]

# Plot the original data and SARIMA forecast
plt.figure(figsize=(10,6))
plt.plot(t_df.index, t_df['people_count'], label='Original Data')  # Original data
plt.plot(forecast_index, forecast_sarima, color='red', label='SARIMA Forecast')  # SARIMA forecast
plt.legend()
plt.title(f'People Count Forecast for the Next {n_hours} Hours (SARIMA)')
plt.xlabel('Time')
plt.ylabel('People Count')
plt.show()

HAND OVER TO MODEL DEVELOPER

!jupyter nbconvert --to html /content/NNN_FINAL_OB_TS.ipynb

[NbConvertApp] Converting notebook /content/NNN_FINAL_OB_TS.ipynb to html
[NbConvertApp] WARNING | Alternative text is missing on 28 image(s).
[NbConvertApp] Writing 7945613 bytes to /content/NNN_FINAL_OB_TS.html